MCP servers for claude

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg progra

MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can chec

runs anywhere. uses anything

Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataF

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fully local.

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

BankMCP™: your AI can now read your bank. Self-hosted, read-only MCP server for your own bank accounts via open banking (Enable Banking). Standard MCP; tested with Claude and Ollama.

A curated directory of 280+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.

Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio)

Tradingview MCP server for controlling Tradingview Desktop from Claude Code via Chrome DevTools Protocol

🦆🧠 Give your small robot a brain. Tell a Microduck, a Reachy Mini, a LeRobot arm or any ROS base what you want in plain language. An LLM (Claude, OpenAI, Gemini, Grok, or a local model via Ollama, vLL

MCP server: repo map, code search, and token-aware context packs for AI coding agents

Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸🇨🇦🇳🇱🇫🇷) from your terminal or AI agent — zero-dependency Python CLI + MCP server + Claude Code plugin

19 open-source MCP servers (308 tools) that give AI agents the Iranian web: Digikala, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman.

Tek MCP sunucusu, iki mağaza: App Store Connect + Google Play. Tamamen Türkçe.

Delta MCP is a free app that sits between your AI apps and their MCP servers: one program per task instead of one tool call per step, up to 24.1× fewer tokens in our benchmarks. Every change is record

Open-source cookbook for the Stormy Social Data API and MCP server (Model Context Protocol) — one REST API for the TikTok API, YouTube API, Instagram API, LinkedIn API, X (Twitter) API and Reddit API.

Homekit gives any AI agent direct, physical control over Apple Home. Flip lights. Lock doors. Read sensors. Through a single open interface.

AI image and video generation skill for Claude Code and other coding agents — Gemini, OpenAI and Kie AI behind one CLI and MCP server, with EU AI Act content marking.

A curated list of MCP servers for SEO. Search Console, keywords, backlinks, crawling, SERPs and AI search visibility, verified with install details and auth requirements.

Servidor MCP para buscar productos, comparar precios y armar la mejor lista de compra en supermercados chilenos (Jumbo, Santa Isabel, Unimarc, Tottus, Lider) desde Claude o ChatGPT. 100% local.

WordPress MCP server plugin, live on WordPress.org. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 56 abilities, self-contained, no cloud.

Девять российских маркетплейсов и китайский Taobao как MCP-серверы: Wildberries, Ozon, Яндекс Маркет, Детский мир, Авито, Мегамаркет, Lamoda, DNS, Ситилинк. Плюс сравнение цен по всем сразу. Только чт

Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools generated from Apple's official OpenAPI spec. Client-agnostic: Claude, Codex, Cursor, and any M

Multi-vault and multiuser Obsidian MCP

SEO & GEO MCP server for Claude, Codex, Cursor and any MCP client: Search Console, GA4, PageSpeed, Core Web Vitals, structured data, llms.txt, AI crawler checks, WordPress (Yoast, WP-CLI over SSH), Gi

Open-source MCP server for discovering fast-growing internet conversations with Bubble Agent

ARC-DRAW is an SAP-aware Model Context Protocol (MCP) server for SAP Solution Architects. You describe an architecture in plain language; the AI agent places the correct SAP BTP icons and follows the

Connect an AI agent to Verified Handles: setup for each client, the MCP Registry listing, a Claude Desktop extension.

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP serve

Give the agent "this" and he gets a real PC.

A floating chat bubble that lets Claude Code, Codex or OpenCode use your Android phone. Runs inside the app on your own subscription or free models. No adb, no PC, no root.

将工业设备变成 AI 可控工具的 MCP 服务器。支持 Modbus、OPC UA、MQTT 三种协议，内置设备仿真引擎、物理模型和完整的调试工具链。让 Claude 用自然语言监控传感器、启停电机、执行工厂巡检。

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 171 schematic, layout, routing, design-review, and manufacturing tools to Claude, or the LLM of your choosing

Control a running Godot 4.7 editor and game directly from the terminal. Includes a Go CLI, editor addon, 312 commands, and an MCP server with dynamically generated tool schemas.

🍟 麦当劳中国官方 MCP 智能助手技能：把 35 个原子工具编排成 4 条业务流 —— 活动推送 · 联名关注 · 最优惠点餐 · 多人群点聚合账单。算价用 calculate-price 真算，下单必二次确认。｜McDonald's China MCP agent skill: campaigns, collab watch, best-value ordering, group bill s

Official MCP server for Consensus. Search 220M+ peer-reviewed research papers from Claude, ChatGPT, Cursor, and any MCP client.

MCP server and Claude skills for PPC landing pages, A/B experiments, and first-party conversion tracking. Build Google Ads and Meta pages, run cross-domain experiments, and pull CRO reports via the UX

MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl.

MCP server for administering a Zigbee2MQTT estate: health reporting, mesh diagnostics, OTA updates, pairing, binding and device options over the MQTT bridge API.

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

Long-term memory for AI coding agents (Claude Code, Codex, opencode) as a tree of plain files

Procedural writing-style skills for AI agents: official frameworks (plain language, business writing, GOV.UK, AP style, STE-100, developer docs) + character voices. Agent Plugins 1.0.0, works in openc

Keenetic router control for Claude Code, Codex, Cursor and any MCP agent. An MCP server over the router's own RCI API, plus ready-made plugins whose skills teach the agent how the hardware really beha

Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model m

OrcaSlicer MCP — drive OrcaSlicer from Claude or any MCP client: load models, tune settings, slice, analyze

MCP server for ICTFax — list and track faxes, upload documents and send faxes over ICTCore REST. By ICT Innovations.

MCP server for Yelp: business search, place details and the full review feed as JSON. Hosted, no Yelp Fusion key. 1,000 free credits every month.

MCP server for Glassdoor: search job listings by keyword and location, read one posting in full with the employer rating and the salary figure with its provenance. 1,000 free credits every month.

MCP server for Facebook: a public page or profile by handle with likes, followers, contact details and the post feed with reactions. No Meta developer app. 1,000 free credits every month.

Ship iOS and Android apps from your AI agent. MCP server for App Store Connect, Google Play Console and Expo EAS.

MCP server for ICTContact / ICTDialer — monitor outbound campaigns and start/stop them. By ICT Innovations.

MCP server for ICTDialer — monitor cloud auto-dialer campaigns and start/stop them. By ICT Innovations.

MCP server for ICTBroadcast — monitor outbound voice/SMS/fax campaigns and start/stop them. By ICT Innovations.

Read-only MCP server for ICTPBX — extensions, DIDs, SIP trunks, tenants and PBX statistics over ICTCore REST. By ICT Innovations.

MCP server for ICTExam — read exams, gradebooks and item analysis; parse papers with AI and publish exams. By ICT Innovations.

MCP server for Bing search: organic results, the ad block and the Copilot answer, with geo, market and language targeting. No Azure subscription. 1,000 free credits every month.

MCP server for Yellow Pages: search local businesses by keyword and location, read one listing in full with services, brands and payment methods. 1,000 free credits every month.

MCP server for Walmart: keyword and category search, product pages with the buy box and other sellers, and the review feed with its filter block. 1,000 free credits every month.

MCP server for Redfin: search for-sale, for-rent and sold listings with the full filter set, and read one property page in full. No MLS licence. 1,000 free credits every month.

MCP server for Shopify storefronts: pull the public product catalogue and collections of any store by URL, with variants, SKUs and prices. No app, no merchant token. 1,000 free credits every month.

MCP server for Google Scholar: search papers with Scholar operators, year ranges, cited-by and all-versions lookups, plus citations in five styles with BibTeX export. 1,000 free credits every month.

Amber Notes: the free, open-source notes app for iPhone and Mac that ChatGPT and Claude can use (MCP).

Amazon MCP server by HasData: keyword search, product details, seller profiles and seller catalogues, as JSON.

MCP server for Google Images: image search with size, colour and type filters, 100 results a call with the source page and the full-resolution URL. 1,000 free credits every month.

MCP server for HasData's Web Scraping API: fetch any public URL through managed proxies, render JavaScript when needed, and get markdown, text, HTML or structured JSON. From 1 credit a call.

MCP server that lets Claude run Google Earth Engine

A powerful, project-aware Model Context Protocol (MCP) server for GameMaker Studio with 190 tools, GML static analysis, refactoring, and automated builds.

Official TipRanks MCP server — live analyst ratings, Smart Score, technicals, options, insider/hedge-fund activity, ETFs, and your TipRanks portfolios for AI agents. Hosted at mcp.tipranks.com/mcp/.

AI-native HL7 v2 toolkit with generation, validation, HL7→FHIR conversion, MCP & Claude Code integration. Bringing healthcare interoperability into the AI-native developer ecosystem

Let AI agents use the software that has no API: back offices, intranets, dashboards, plus API files, spreadsheets and databases, as MCP tools.

MCP server: turn narrated screen recordings into agent-ready data — local Whisper transcript, scene keyframes, OCR, wall-clock anchoring. Record your screen, talk — your AI agent files the bugs.

MCP server for Claude Desktop and other Model Context Protocol clients — sandboxed filesystem access (read/write/edit/search) plus Dev Mode-gated shell command execution, scoped to a single workspace

MCP server: 让你的Ai用电脑发出声音(ElevenLabs TTS, volume set/restore). macOS / Windows / Linux.

Open-source MCP server for Autodesk Navisworks Manage 2024-2026: AI-assisted BIM clash detection, root-cause analysis, coordination plans and verified model workflows.

Локальное обезличивание документов перед отправкой в LLM и обратная подстановка после ответа. Скилл, MCP-сервер и CLI.

Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.

MCP security scanner — vet a Model Context Protocol server before you add it to Claude Code, Cursor, or Windsurf. Grades it A–F, catching credential theft, tool-poisoning, and install-script payloads

Share an Instagram reel to Claude and have it watch, research, and build what it shows. Self-hosted MCP connector (yt-dlp + ffmpeg + Groq Whisper).

한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 — 성취기준 원문 수록

One MCP server that fronts many MCP servers + Skills behind a small tool set and routes to the best one, keeping an agent's context tiny. Migrate your Claude Code MCPs/skills behind it.

The Brain of Theseus — a plain-text roguelike written to be played by an AI, over MCP (stdio). Reincarnation, memory, and irreversible cyberization. Zero dependencies, Python 3. 给 AI 玩的中文纯文本 roguelike

Local-first MCP server: give ChatGPT & friends grounded, current context on the repos your coding agents work in. Live git, docs, tasks, agent handoffs.

Official MCP server for the Paxa Labs API: Thai and English speech AI with local playback, translation to Thai, and document OCR

Self-hosted semantic memory for AI Agents. Persistent sessions, experience scoring, and a graveyard for dead ends, backed by knowledge acquired from the RSS you read and stored in a Valkey vector sear

MCP server that lets your AI assistant read and write Figma in real time — no API token, no rate limits. Works with Claude, Cursor, Copilot, Codex and any MCP client.

Role-playing autonomous agent orchestrator managing crews (CrewAI style)

Real-time neural 3D asset generator and PBR texture synthesizer (Luma Genie style)

Multivariate ad creative fatigue auditor & refresh triggers (AdEspresso style)

A Model Context Protocol server for persistent project-specific AI agent context.

Personalized video sales outreach script & storyboard planner (Tavus style)

Zero-dependency System One decision harness: 5 semantic gates saving frontier AI agent tokens on trivial errors & doom loops. Python + TypeScript + Rust. MCP-compatible.

MCP server and CLI that let AI agents (Claude, Codex, any MCP client) see and drive a running WARUDO: scene, assets, character pose and IK, expressions, blueprints, camera and captures.

MCP server giúp AI dựng mô hình nhà 3D trong Blender từ dữ liệu kiến trúc Việt Nam: tường, sàn, cột, dầm, cầu thang, mái. Đọc mặt bằng DXF từ AutoCAD và bóc khối lượng từ chính mô hình.

MCP server that lets AI agents (Claude, Codex) build complete Counter-Strike 2 maps: geometry, materials, lighting, entities, mechanics and scripts. It compiles with Valve's tools, tests the map in CS

Free live chat and AI support agent. Set it up from Claude Code, Cursor, ChatGPT, or Grok. No signup.

MCP server that drives Google Flow (Veo / Nano Banana) through its internal tRPC API, with a hard credit-cost gate

MCP server for agentic game-asset generation: reference images to 3D models with PBR textures, plus retexturing meshes you already own.

dMoERA Creator Studio MCP Server: build, backtest, and deploy crypto trading strategies via AI agents

Earned Media Value (EMV) econometric ROI synthesizer (Captiv8 style)

Programmatic landing page CRO variant synthesizer & A/B testing (Unbounce style)

Cross-platform creator audience demographic matcher (Grin / CreatorIQ)

Multiresolution editorial book cover typesetter & spine calculator (AI Book Cover)

Vector promotional poster and banner layout synthesizer & golden ratio (AI Poster)

Lightweight multi-agent routine handoff orchestrator & tool swapper (Swarm style)

Symbolic step-by-step mathematical proof solver & LaTeX engine (AI Math Solver)

Ultra-lightweight 82M edge neural speech synthesizer & 20x RTF TTS (Kokoro style)

Zero-shot cross-lingual voice cloning translator & lip-sync engine (HeyGen style)

Test-time compute search tree verifier & reward model pruner (o3-mini style)

Screen UI bounding box and icon parser & Set-of-Mark coordinates (OmniParser)

Venture pitch deck narrative synthesizer & TAM market modeler (AI Pitch Deck)

Corporate identity stationery and business card synthesizer & NFC (Business Card)

Multimetric rhyme cadence rap lyric synthesizer & MIDI rhythm flow (AI Rap)

Duplex telephony voice agent turn orchestrator & SIP dialer (AI Phone Call)

Creator rate card CPM valuation estimator (Mavrck / Traackr)

Event invitation and greeting card vector typesetter & die-cut mask (AI Invitation)

Multi-source competitive market intelligence synthesizer (Market Research Tools)

Repository scoped agentic rule indexer & architecture guideline injector (Cursor Rules)

Paged attention virtual memory allocator & non-contiguous KV cache (vLLM style)

Open model registry & license compliance auditor (OpenCSG Starship style)

Hierarchical multi-agent consensus research engine & refutation validator (DeepResearch)

Zero-trust terminal session multiplexer & WebRTC streamer (Share Terminal)

Creator paid ad whitelisting token broker & Spark Ads (Lumanu style)

Deterministic tool-call guardrail firewall & injection interceptor (NeMo Guardrails)

Spaced repetition Anki flashcard synthesizer & SM-2 algorithms (AI Flashcard)

Viral sentiment velocity crisis sentinel & PR holding statement (Talkwalker)

Dynamic browser sandbox E2E test synthesizer & HAR verifier (Playwright style)

Event-driven omnichannel lifecycle nudge dispatcher & SMS push (Klaviyo style)

Flash-attention dense passage ranker & sequence embedding extractor (Hugging Face TEI)

Influencer affiliate attribution conversion aggregator (Impact.com style)

Group Relative Policy Optimization (GRPO) engine (DeepSeek-R1 style)

LinkedIn carousel growth narrative generator & PDF slide deck (Carousel Generator)

Neural speech codec full duplex dialogue engine & live audio streamer (Moshi style)

3D Gaussian splatting radiance field reconstructor (3DGS / PostShot style)

Visual DAG agent workflow tool chainer & state checkpointer (Dify / Flowise style)

Joint-embedding predictive architecture (JEPA) world representation (V-JEPA style)

Semantic clipboard history vector buffer & secret redaction (Clipboard Manager)

Stateful autonomous AI employee lifecycle supervisor & task worker (AI Employee)

OS GUI desktop automation vision agent from screenshots (Computer Use style)

Marketing Mix Modeling (MMM) adstock & saturation estimator (Robyn style)

Cross-encoder reranker document store engine for high precision RAG (Haystack style)

Dual-track vector quantized acoustic codec & low-bitrate neural audio (Fish-Speech)

Pedagogical lesson plan curriculum synthesizer & Bloom objectives (AI Lesson Plan)

Procedural AST flowchart & logic diagram synthesizer (AI Flowchart Generator)

Prompt to 3D CAD STEP solid generator & B-Rep synthesizer (Text-to-CAD style)

RL mathematical reasoning synthesizer & step-by-step theorem prover (DeepSeek-R1 style)

Creator audience authenticity anomaly auditor (HypeAuditor / Modash)

Adaptive periodized workout fitness regimen synthesizer & RPE curve (AI Workout)

Hierarchical corporate organization chart synthesizer & DAG tree (AI Org Chart)

Lightweight local model daemon lifecycle manager & hot-swapper (Ollama style)

Cryptographic verifiable credential certificate builder & Merkle hash (Certificate)

Spatial semantic interior design layout synthesizer & 3D floorplan (AI Room Design)

UGC licensing rights ledger & creator media clearance (Bazaarvoice / Tagger)

Neural audio stem separation and remastering engine (Demucs / Moises style)

Influencer outreach seeding campaign dispatcher (Aspire / Upfluence)

Dynamic aspect ratio visual patch tokenizer & 2D RoPE (Qwen2.5-VL style)

Realtime hallucination fact checker & primary citation verifier (AI Fact Checker)

Declarative form schema builder & dynamic input validator (AI Form Builder)

Pose-guided temporal video motion transfer & character animator (Viggle style)

Sponsored campaign regulatory FTC compliance sentinel (Klear / Brand24)

Conversational podcast dialogue audio synthesizer & multi-speaker banter (NotebookLM)

Culinary restaurant menu synthesizer & allergen matrix (AI Menu Maker)

Isolated ephemeral code execution sandbox client & microVM runner (E2B style)

Multi-tenant federated RAG privacy enclave & ZK attestation (Confidential RAG style)

Multimodal document layout AST parser & table extractor (Docling style)

First-party multi-touch Shapley attribution allocator (Triple Whale style)

Multi-architecture low-bit quantization compiler for GGUF kernels (Llama.cpp style)

Sandboxed interactive artifact canvas executor & live component renderer (Claude Artifacts style)

Prompt-guided video color grading & 3D LUT matrix generator (Colorlab.ai style)

Agent-Computer Interface SWE patch synthesizer & automated bug fixer (SWE-agent style)

Vision-Language-Action robotic trajectory planner (OpenVLA / RT-2 style)

Photorealistic prompt expansion director & volumetric lighting enricher (Midjourney style)

Payload filtered HNSW vector similarity engine with quantization (Qdrant style)

Grammar-constrained token logits decoder & regex enforcer (Outlines style)

Schema-enforced structured LLM extraction engine with validation retries (Instructor style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-tenant GitLab webhook event router & CI/CD trigger (GitLab Webhook style)

Modular RAG pipeline engine coordinating retrieval & reranking (Haystack style)

Edge-quantized multimodal spatial point locator (MiniCPM-V / Molmo style)

Distributed model serving platform & Elo benchmark arena (FastChat style)

Dual-track neural codec voice clone synthesizer (Fish Audio / CosyVoice style)

Unified GitLab CI pipeline analyzer & stage optimizer (GitLab CI Lint style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-token speculative FIM code generator & syntax verifier (DeepSeek-Coder V2 style)

Radix tree KV cache prefix caching manager for fast decoding (SGLang style)

Million-token multimodal needle-in-a-haystack retriever (Gemini 1.5 Pro style)

Git-native multi-file pair programmer & tree-sitter refactor executor (Aider style)

Multimodal meeting audio scribe & agenda task extractor (Granola AI style)

Multi-backend quantized model loader supporting GGUF & EXL2 (Oobabooga style)

Dynamic screen recording summarizer & interactive step extractor (Screenity style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

3D parallelism tensor, pipeline & sequence topology mapper (Megatron-LM style)

Unified memory MoE expert offload runtime with PCIe prefetch (KTransformers style)

Columnar embedded vector analytical store with predicate pushdown (Chroma DuckDB style)

Kubernetes GitOps manifest drift reconciliation & security scanner (GitLab Agent style)

Duplex low-latency conversational voice agent & WebRTC stream manager (ElevenLabs style)

MCTS guided chain-of-thought reasoning tree explorer (OpenAI o1 / o3 style)

Acoustic latent neural speech synthesizer & audio tokenizer (WhisperSpeech style)

Iterative multi-step web research synthesizer & deep citation co-pilot (Perplexity style)

Hierarchical knowledge graph community detection & global RAG synthesizer (GraphRAG style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Unified LLM alignment suite orchestrating DPO & LoRA runs (Llama-Factory style)

Dependency firewall package proxy & CVE quarantine gatekeeper (GitLab Firewall style)

Multi-tenant hybrid vector database engine with GraphQL (Weaviate style)

Instruction-guided dense text embedding generator (Instructor / BGE style)

Dynamic vision patch tokenizer & spatial grounding locator (Qwen2.5-VL style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-file context graph patch composer & atomic refactorer (Cursor Composer style)

Multi-perspective autonomous research & Wikipedia report synthesizer (Stanford STORM style)

Parametric camera orbit cinematic video director & physics agent (Runway Gen-3 style)

High-fidelity neural world dynamics simulator & physics solver (Kling / Sora style)

Neural form auto-filler & schema field compliance extractor (Fillout style)

Stateful OS-tier memory virtualization agent with auto-paging (Letta / MemGPT style)

Context-aware voice dictation and real-time intent formatter (Wispr Flow style)

Multi-model unified prompt workspace synchronizer & diff matrix (TypingMind style)

Localized motion path trajectory video director & motion brush (Kling style)

Natural language full-stack web application architect & scaffolder (Lovable style)

Structured meeting note refinement & action item synthesizer (Granola style)

Spatial concept mapping card cluster & thematic grouping (Heptabase style)

Deep research curation interactive web article publisher (Perplexity Pages style)

Vocal timbre preserving video lip-sync localizer & multilingual dub (Captions style)

Repository-aware AST context code search & syntax tree ranker (Phind style)

Grounded multi-step tool execution engine & token citation matcher (Cohere style)

Memory-efficient LoRA kernel gradient optimizer saving 80% VRAM (Unsloth style)

Interleaved multimodal document parser with formula & chart recognition (Pixtral style)

Multi-scene video storyboard compiler & latent interpolator (Morph/Pika style)

Serverless GPU micro-container autoscaler & sub-second cold start (Modal/Baseten style)

Real-time interactive world model neural simulator at 60 FPS (Oasis style)

Enterprise autonomous support ticket resolver & deterministic CRM agent (Decagon style)

Resilient agentic document parser & schema drift workflow automaton (Gumloop style)

Generative isometric tilemap and sprite world level synthesizer (Rosebud style)

Neural garment drape synthesizer and photorealistic virtual try-on (Kopia style)

Full-codebase dependency graph indexer & automated PR synthesizer (Greptile style)

GenPark AI Agent Skill - Agentcard autonomous AI agent wallet, programmatic virtual card issuing & MCP payment protocol.

Physics-guided generative 3D character animator and keyframe balancer (Cascadeur style)

OpenAPI spec automated mock server & schema validator (Postman / Spectral)

Hierarchical HNSW vector index approximate nearest neighbor searcher (Qdrant)

Realtime search reranking & factual citation grounder (Perplexity / SearchGPT)

LLM trace latency breakdown & token cost anomaly detector (LangSmith style)

Bootstrap teleprompter automated prompt optimization (DSPy style)

Autonomous multi-agent debate consensus protocol & planning (AutoGPT / CAMEL)

Complex PDF layout semantic chunker & markdown table parser (LlamaParse style)

Multi-token speculative tree drafting accelerator (Medusa / Eagle style)

Constraint satisfaction timeblock schedule planner & deep work optimizer (Schedule)

Hierarchical creator tiering matrix allocator & media mix (Kolsquare style)

Hierarchical Sankey flow graph synthesizer & vector SVG generator (Sankey Generator)

Rectified flow diffusion transformer sampler & linear vector field (Flux.1 DiT style)

Tree-of-thought multi-agent debate verifier & consensus engine (ToT Debate style)

Declarative design-to-fullstack app scaffolder (v0 / Replit Agent style)

Tree-structured synthetic curriculum & textbook synthesizer (Cosmopedia style)

State-space Mamba architecture voice synthesizer with sub-95ms TTFT (Cartesia style)

Unified streaming AI gateway with automated provider fallback & schema stream (Vercel style)

Creator affiliate GMV tracking & return-adjusted commission ledger (LTK)

Event-driven webhook signature verifier & HMAC replay protection

UGC creator brief programmatic auction & video matchmaking (Cohley)

Creator audience lookalike cluster finder & affinity overlap (Modash style)

Automated red teaming adversarial safety probe & jailbreak fuzzer

Agentic tabular SQL schema linking synthesizer & query verification

Multi-modal chart & graph visual data extractor to markdown tables

Autonomous price negotiation discount broker & margin protection (Klarna AI)

Distributed multi-agent chaos latency injection & fault fuzzer (Chaos Mesh)

Cross-border agentic tax & tariff duty calculator (TaxJar / Avalara style)

Supply-chain malicious package quarantine & SBOM auditor (Snyk / Socket.dev)

Multi-model prompt regression & golden dataset evaluator (Promptfoo / DeepEval)

Hybrid dense-sparse BM25 rerank fusion & Reciprocal Rank Fusion

Financial earnings call transcript tone shift & guidance sentiment tracker (Finnhub)

High-throughput API rate limit token bucket throttle & burst quotas

Ecommerce customer review veracity & bot rating detector (Fakespot style)

Creator short video 3s hook retention & scroll-stop scorer (HypeAuditor)

High-cardinality distributed agent structured log indexer (Axiom / Better Stack)

Enterprise LLM PII masking & reversible redaction privacy gateway (Kindo/Lakera)

Quantized model VRAM footprint & tensor parallelism estimator (llama.cpp)

Influencer brand share of voice & creator mention sentiment monitor (Meltwater)

Customer interview pain-point clusterer & roadmap theme synthesizer (Fathom)

Creator MSA contract & deliverable milestone escrow broker (Impact.com)

Realtime WebSocket heartbeat reconnector & state resync stream

AST code fault localization & regression test patch synthesizer (SWE-Bench)

Realtime multi-party audio transcript diarization & speaker assigner (Deepgram)

Agent session replay behavioral audit recorder & anomaly detector (AgentOps)

Hierarchical episodic & semantic user profile memory graph synthesizer (Mem0)

Agentic machine micropayment escrow settlement gateway (Stripe Agent Toolkit)

Autonomous DOM state tree mutation observer & selector healer (Browser Use)

Fullstack UI component AST patch generator with Tailwind tokens (v0 / Lovable)

Realtime duplex voice agent turn-taking & barge-in interruption detector (LiveKit)

ReBAC relationship-based authorization policy evaluator (Permify / Cerbos)

Cross-merchant SKU specification validator & compatibility check (Amazon Rufus)

Creator product seeding parcel dispatcher & unboxing automation (Grin style)

Multi-tenant LLM token budget allocation & cost anomaly circuit breaker (Helicone)

Executive meeting action item matrix & decision accountability extractor (Granola)

B2B lead waterfall enrichment cascade & technographic stack verifier (Clay)

Structured synthetic data evolution generator & complexity scaling (Evol-Instruct)

Verifiable AI agent zero-knowledge proof attestation generator (EZKL style)

Agentic browser vision grounding actor & DOM action executor (Browser-use)

Influencer brand safety & multi-year controversy history auditor (Traackr)

Self-hosted isolated code sandbox runner & ephemeral execution jail (E2B style)

Synthetic customer persona conversation trajectory generator (MosaicML)

Autonomous prompt loss gradient & few-shot exemplar compiler (DSPy / TextGrad)

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

Conversational multi-turn gift & aesthetic style consultation matcher (Claude)

Automated promo code & coupon cascade tester for checkout discounts (Honey/Perplexity)

SKU attribute extraction & Google taxonomy categorization (Anthropic Merchant)

Goal-driven multi-item basket planner within budget ceilings (Anthropic Shopping)

Google Virtual Try-On (VTO) sizing & garment stretch attribute matcher

Price elasticity optimizer & gross margin floor protection (Anthropic Merchant)

LLM-guided Tree-of-Thought Monte Carlo search & reasoning planner (ToT / MCTS)

Autonomous distributed agent deadlock & race condition detector (ThreadSanitizer)

Autonomous SLA breach incident escalator & canary rollback playbook

PagedAttention chunked prefill KV cache & GPU memory allocator (vLLM)

Automated GDPR/CCPA DSAR data subject compliance exporter (OneTrust)

Multi-file git workspace dependency diff & refactor sequence synthesizer (Replit)

Creator paid amplification, spark ads & whitelisted ROAS modeler (Emplifi)

Autonomous post-purchase RMA tracking broker & label generator (Gorgias style)

ChatGPT Search semantic product spec tradeoff matrix comparison synthesizer

Google Shopping Graph real-time price drop radar & historic deal tracker

Multi-channel sales velocity & return anomaly diagnostics (Anthropic Merchant)

Semantic catalog search with dynamic faceted attribute filtering (Anthropic Shopping)

Google Local store inventory locator & curbside pickup route planner

Behavioral cohort funnel retention & churn hazard rate (Mixpanel / Amplitude)

让你的 AI 帮你盯快递：MCP 服务 + 可嵌入后端库。作者：星迟

Multi-product purchase research trade-off & spec analyzer (Anthropic Shopping)

Inventory stockout risk & purchase order reorder calculator (Anthropic Merchant)

Agent budget metering prepaid credit wallet & velocity caps (Skyfire style)

Agentic zero-friction checkout voucher & passkey tokens (Bolt / Privy style)

Predictive customer churn & 12M CLV regression synthesizer (Pecan / Julius)

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

Omnichannel retail marketing campaign & copy designer (Anthropic Merchant)

Prompt injection & jailbreak firewall sentinel (Llama Guard / Lakera)

Deep research evidence synthesis graph & citation verification (MindSearch)

RAG retrieval faithfulness & hallucination score auditor (Ragas / TruLens)

Universal agentic cart checkout broker & UCP gateway (Shopify Agentic)

Agentic cart bundle affinity recommender & AOV optimization (Rebuy style)

MCP server for Tailscale, backed by the tailscale CLI and control-plane REST API

Claude Computer Use storefront cart action sequence & HITL approval planner

Complex document OCR layout & tabular structure extractor (Unstructured.io)

MCP server for Compositor, the open-source Photoshop alternative for Mac: let Claude read and edit .comp projects

A Claude Code plugin that checks every file and shell call an AI agent makes, fixes what it safely can, and tells the agent how to fix the rest. Windows and macOS.

Pics.io MCP Plugin for AI Marketplaces (Anthropic, OpenAI, Copilot, Gemini)

Creative intelligence MCP — score your prompt before you spend the credit

Production-grade MCP server for Google Forms, Google Drive & Google Sheets. Build, automate, and manage forms using AI-powered workflows and complete Google Workspace integration.

Email MCP server for AI agents - full mailbox access for Claude, Codex, Cursor or any MCP client: search, read, send, attachments, folders across Gmail, Outlook, iCloud, QQ, 163 and any IMAP/SMTP host

Production-ready MCP server that lets AI agents build, schedule, run and recover Apache DolphinScheduler data pipelines - 53+ tools, beyond read-only.

Migrate your whole Claude Code or Codex setup into DeepSeek Harness (DSH) with one command. Import skills, slash commands, MCP servers, hooks, subagents, permission rules. 一键迁移导入 Claude Code 配置，从 Clau

Google Flights MCP server by HasData: fares, flight legs, carbon emissions and price history, as JSON.

MCP server for Strac DLP — detect and redact PII, PHI, PCI and secrets before an AI agent sees them.

Build a secure, production-ready MCP server for any project — connect Claude, ChatGPT & any AI agent to your backend with a URL + API key. Streamable HTTP + stdio + OAuth 2.0 (PKCE).

Open-source, LLM-agnostic capability runtime for AI agents — 97 skills as typed, permission-enforced MCP tools. Final certification: 23/23 gates PASS.

inertia-ai: a desktop workspace for AI agents. Chat, built-in tools, MCP and OpenAPI integrations, Docker/Daytona sandboxes with a live desktop, routines and memory. Bring your own model and keys.

Free, open-source AI planning tool. Supercharge AI coding agents with Filament v5 best practices and spec driven planning, and automated implementation reviews inspired of Laravel Boost.

Reliability + security proxy for the Model Context Protocol (MCP): self-healing connections, runtime tool-security (rug-pull/poisoning detection), and a compliance-mapped audit trail.

Skill router and context picker for Claude Code, Cursor, and Aider. Auto-picks the right skill for every prompt, with prompt-injection filtering for MCP.

🔍 Visualize any Claude Code agent harness — CLAUDE.md, subagents, skills, commands, hooks & MCP servers — as an interactive flow graph. Import from GitHub, ZIP, or local folder. 100% client-side.

Cash-vs-award travel search MCP — hotels, flights, and rental cars across every major loyalty program, with cents-per-point valuations, loyalty tracking, and direct booking.

Cẩm nang thực chiến Mastering Claude Code (tiếng Việt): 16 chương biên soạn từ tài liệu chính thức của Anthropic — CLI, workflows, MCP, subagents, skills, hooks, plugins, CI/CD & tối ưu context.

Multi-agent orchestration for Claude Code: MCP server + skill that keeps Claude as lead engineer while delegating backend work to OpenAI Codex and frontend/design work to Kimi

Local-first personal Markdown knowledge base with semantic search, AI Q&A, MCP, desktop/web clients, and a self-hostable zero-data-at-rest relay.

Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefit-driven headlines, exact store dimensions. No API keys.

MCP server for VK Ads API: campaigns, audiences, budgets, stats. Click.ru proxy, static token or OAuth. Docs in Russian.

MCP server for Yandex Direct API: campaigns, ads, keywords, bids, reports. Click.ru proxy or direct OAuth with sandbox. Docs in Russian.

Exam-scored knowledge brains for AI agents: paste a docs URL, get a searchable brain over MCP with a measured score and known gaps. AGPL.

Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha256-verified). MCP server for Claude Code & Cursor.

Ad automation MCP server: generate ad creative and launch Meta campaigns from Claude or any AI agent. Hosted at https://pixero.ai/api/mcp

Turn your Claude subscription into a multi-tenant agent API with rate limits, cost tracking, autonomous objectives, and an admin dashboard. Self-hostable, no API key.

Ogre MCP (Open Game Relay Engine): connect a video game to any AI agent through one remote MCP server. First kit: World of Warcraft Classic Era.

Self-hosted MCP server that lets Claude, ChatGPT, Meta Muse and any MCP client read and write one Markdown vault (Obsidian-compatible). Go, OAuth 2.1 with passkeys, no shell, no hard deletes.

Персональный агент для вашей 1С — WhatsApp и MCP. Open-source расширение 1С (bilem.cfe) и MCP-сервер для Claude, ChatGPT, Cursor, OpenClaw, Hermes. 🇰🇿 Kazakhstan

Free, open-source MCP connector for Paperclip. Manage agents, issues, approvals, budgets and reports from Claude, ChatGPT, Codex or any MCP app.

Annotated screenshots for AI agents: Skitch-style arrows, numbered steps, boxes, labels, solid redaction

MCP-first AI video editor in Rust/C++. Every operation is an AI-callable tool.

Metabase MCP server for AI Agents. Authenticate with a browser session cookie, no API key required.

Turn any website into a portable, agent-ready Open Knowledge Format (OKF) bundle — no LLM required. Crawl, sync, chat offline, and serve docs to coding agents over MCP.

MCP server that delivers research papers to your e-reader — Zotero as the source of truth. Search, discover, queue, and send to Kindle/Kobo from Claude.

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so. Hermetic, local, MCP.

Git LFS for your LLM context — 20x Context Savings — an MCP server that keeps big documents out of the model and returns byte-exact quotes for a fraction of the tokens.

Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi

AI-assisted, open-source macOS menu bar companion, CLI, MCP server, and arcade for Busy Bar over USB or Wi-Fi.

Local MCP server that exposes WhatsApp as 4 tools for Claude — send, read, and search messages via Baileys + SQLite. Single-user, no cloud, QR-based auth.

Sync Canvas courses into a local Obsidian vault — transcribed lecture notes, a cross-lecture concept graph, homework and deadlines — then study it with Claude or Gemini over MCP.

MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.

Authenticated, self-hosted WhatsApp MCP server that serves 96 tools for the token cost of 29, with a labeled eval for tool-retrieval accuracy. Go bridge + Python FastMCP.

MCP server for unegui.mn — Mongolia's classifieds marketplace (EN/MN)

Use this free claude extension to search and research Hadith, including isnād, Takhrīj, commentaries (Sharḥ & explanations), scholarly grading, and much more — in both Arabic and English, using the Do

A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

Your Genesys Cloud org, in your AI's hands. Open-source MCP server on Cloudflare Workers. It builds, not just reads.

Airbnb MCP server by HasData: search stays and read full listing details, as JSON.

TikTok MCP server by HasData: public profiles, videos, comments and keyword search as JSON, over streamable HTTP.

Zillow MCP server by HasData: for-sale, for-rent and sold listings and full property details, as JSON.

Google Trends MCP server by HasData: interest over time, by region, and related queries and topics, as JSON.

Connect your models and chats together with one central git memory. Plain Markdown facts in a git repo you own — Claude Code, ChatGPT, Cursor, Codex and anything that uses APIs, Integrations or MCPs r

MCP server and agent skills for motion design in DaVinci Resolve Fusion: 179 checked operations, a one-call scene builder and a render-and-look loop.

MCP server for SAP Crystal Reports .rpt files: inspect and edit reports from AI assistants (Claude Code, Claude Desktop, Cursor)

Model Context Protocol (MCP) server for Adobe After Effects. 全自动 AE 智能控制端：支持 3D 摄像机运镜、文字动画器、贝塞尔曲线调速、插件特效与画面截图。

Free offline speech-to-text & subtitles (SRT/VTT) in 99 languages on any GPU — AMD, NVIDIA, Intel, Apple. Whisper via whisper.cpp + MCP server for Claude, Codex, Gemini CLI.

Hand-drawn morphing line animations from simple shapes. Zero-dependency JS engine + live studio, CLI, MCP server & Claude skill. Export animated SVG, Lottie, HTML or a shareable link.

Advanced Intervals.icu MCP server for ChatGPT & Claude: Garmin-enriched metrics, all custom fields & streams, recovery insights, endurance performance analysis, OAuth. Community-maintained continuatio

MCP server for Claude Desktop: a shared, isolated browser agent behind a token-guarded local broker. Chrome/Edge/Vivaldi via CDP on a private pipe. Windows.

Self-hostable web UI and admin console for the Claude Code CLI — multi-user streaming chat with per-agent MCP servers, instructions, and model management.

MCP & Claude Code security scanner — threat-models plugins, MCP servers, hooks, skills & connectors with an LLM before you trust them. Catches prompt injection, tool poisoning & credential exfiltratio

One local-first MCP server for agent working state — clipboard history & snippets, TTL cache, file-organizer overlay, and a knowledge graph — plus a live desktop activity lens. 40 tools, SQLite everyw

MCP server exposing the sources, public API and KDoc of Maven-published Kotlin/Java libraries

An MCP time server that keeps your AI honest about time. Zero-dependency clock + drift guard for Claude Desktop, Claude Code, and claude.ai — local, remote, and hook flavors.

Persistent long-term memory for Claude — an MCP server with an associative memory bank, a canonical-fact cortex, sleep-like dream consolidation, and a web console. Not quite alive.

Model Context Protocol servers for the official Robinhood Crypto Trading API — the credentialed brokerage API at trading.robinhood.com, documented at docs.robinhood.com/crypto/trading.

Security scanner for Claude Code skills, plugins, and MCP servers. A verdict before you install.

Study guide for all four Anthropic Claude certifications: Associate, Developer, and Architect Foundations and Professional. Official exam guides, blueprints with domain weights, cheat sheets, 320 prac

Generate original AI music tracks via Claude Desktop — MCP server powered by ACE-Step 1.5, with vocal/instrumental stem splitting and reference-style matching. No music software or AI/ML knowledge nee

Seedance 2.5 Preview MCP server powered by MuAPI.

An open, reproducible trust layer for AI artifacts — skills, MCP servers, agents, and plugins. Assay inspects code, runs sandboxed behavioral audits, and generates verifiable reports. Help us build th

Local MCP server for Gmail, Google Calendar and Contacts — runs on your own OAuth credentials, keeps secrets in the OS credential manager

MCP channel server for the Zalo Bot API. Talk to your Claude Code session from Zalo, with pairing, allowlists, and group gating.

Give Claude hands in your own browser — a Chrome extension + MCP server that lets Claude Code drive your real, logged-in Chrome with human-shaped clicks, drags and keystrokes.

[BETA] An MCP server to control Delphi remotely, so you can develop from any platform: safe editing, real MSBuild builds, git, scaffolding, sandboxed run, remote file transfer and compiler-grade seman

Indeed MCP server by HasData: search job listings and read full postings, as JSON.

Booking.com MCP server by HasData: search stays and read full property details, as JSON.

Word (.docx) MCP server with 189 tools: live editing, tables, citations, tracked changes, TOC, document assembly, charts, and more. Everything plus the kitchen sink.

Single-user, self-hosted MCP server that gives Claude read/write access to your Obsidian vault — Docker + Cloudflare tunnel, OAuth 2.1, one-command start

Marriott hotel search as an MCP server and CLI, via the Phoenix GraphQL API driven through a real Chrome session

Nosana MCP: let AI agents rent GPUs on Nosana and deploy templates such as MiniMax H3 with account credits. MCP server + nosana-deploy CLI.

One MCP server for market data: Yahoo, TradingView, FMP, Alpha Vantage, marketaux, Futu OpenD and Kimi behind a single auto-routed tool surface — the market-aware router picks the source; the model ca

⚡ Temporal Browser Intelligence & Agent-Owned Workflow Runtime with 350 Certified MCP Tools & Python SDK · Sub-Millisecond DOM Time-Travel, Target Memory & Deterministic Automation.

Open-source home design and floor plan editor in Rust (a Sweet Home 3D alternative) with a built-in MCP server: your AI agent draws walls, furnishes rooms, checks lighting and ergonomics, and renders

MCP-сервер для ИИ-агентов: агент — папка с prompt.md и config.toml, без пересборки и перезапуска. DeepSeek, OpenAI-совместимые API, Anthropic, Claude Code, Codex CLI, локальные модели; фоновые вызовы,

Let Claude Code drive your real, logged-in Chrome. MV3 extension + zero-dep MCP server, element-table perception over CDP. The agent is the policy: no second model, no API keys.

MCP server for VIT Bhopal's VTOP portal: attendance, marks, timetable, exams, grades and bunk/OD calculators from Claude and other MCP clients.

The local-first task board for you and your AI agents. Claude & Cursor work on it over MCP, the built-in assistant asks before changing anything, and it all stays on your machine.

Every tool your AI needs, in one install: a self-hosted MCP server with memory, reasoning, git, Docker, network and release tools.

Portable CC Switch (CCS) operations skill for Codex / Claude Code: safe management of prompts, skills, MCP servers and providers. 可移植的 CC Switch 操作/维护技能。

MagicTeX — a LaTeX editor for AI agents (Claude Code): live PDF preview, PDF comments that drive edits, Visual (WYSIWYG) mode, and git-tracked history. No local TeX install.

MCP connector for Replynodes — let AI agents (Claude, Cursor, Codex, OpenClaw) schedule posts, list channels, and generate media via the Model Context Protocol.

Firewall-friendly messaging for AI agents: MCP server that turns one Azure Storage account into an addressed multi-agent message bus. Pull-only, zero inbound ports.

Talk to your cloud — an open-source AI agent that reads your code, operates AWS & GCP, and opens PRs. Self-hostable.

Self-hosted, local-first AI assistant server: swappable LLM providers, review-gated memory, an encrypted vault, and wake-word voice. No accounts, no telemetry.

Text a number, an AI agent shops and pays. Template for building iMessage agents on Agentcard: Photon (spectrum-ts) transport, SMS-OTP phone sign-in, and a Claude tool-use loop over the Agentcard MCP

Persistent memory for AI agents, over MCP. Local-first, negative learning, hybrid recall. Docs and community home (source is maintained privately).

Optimal-path problem solving for AI agents — triage, prune, investigate. MCP server + agent skill combining Newton's Analysis-Synthesis method, NASA P10 rules, and heuristic-search pruning so agents n

Connect any AI agent to your personal Telegram via the official Business API — no userbot, no ban risk, no Premium. Agent reads & searches full history, drafts replies; every reply waits for your ✅. M

MCP server for adding inline, range-anchored comments to Google Docs — the one comment operation the Google Docs & Drive APIs can't do. For AI agents (Claude, Cursor, Copilot) that review documents.

Taplio LinkedIn MCP Server: draft, schedule, publish, and analyze your LinkedIn posts from any AI assistant (Claude, Cursor, and more). Remote MCP server at mcp.taplio.com.

Control the Severe Roblox external with an AI agent — run Luau, inspect the game, read memory, build ESP/aimbot/auto-farms, all from chat. MCP server + in-Severe Luau bridge.

Native macOS SwiftUI dashboard for inspecting your ~/.claude config — skills, agents, settings, hooks, MCP servers, slash commands.

Control Moodle from an AI assistant via MCP — read courses and build content (pages, books, quizzes) through a companion plugin + MCP server.

Lightweight self-hosted CRM with a built-in MCP connector. Let Claude, ChatGPT, or Gemini run your pipeline.

Self-hosted MCP server: your codebase as a knowledge graph, your secrets in an encrypted vault — both reachable by your AI assistant, and by nobody else.

Connect your AI to Reanthesis — MCP server, agent skills, and plugins so Claude, ChatGPT, and Copilot can build flashcards from your notes and manage your study data. Your AI, your data, your cards.

A 3-stage safety guardrail agent for LLM coding assistants (Claude Desktop, Cursor, CodeX) via MCP protocol.

MCP server for secure AI agent authentication — lets Claude, Claude Code, and other LLM agents call APIs without exposing raw tokens or credentials to the model

Stop your AI agent from rebuilding what already exists. An opinionated MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.

Automatic one-click install. Encrypted, fully offline vector memory for AI agents; takes over built-in agentic memory.

Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.

Self-improving context & memory for Claude Code and OpenAI Codex. One canonical knowledge store injected only when relevant — hooks push budgeted context, an MCP server serves depth on demand, and it

Universal MCP server: connect any OpenAPI/Swagger, GraphQL, gRPC or SOAP API to AI agents. Security-first, local, token-efficient. Any API. One server.

No-API-key Reddit growth toolkit — MCP server + CLI. Rank subreddits by growth & mod-removal safety, read each community's viral recipe, and score a draft before posting, all from the public archive.

The complete technical SEO audit at conversation speed - Search Console + private crawl + DataForSEO merged into one prioritised, fix-writing audit inside Claude (MCP)

File-backed autonomous task loop for Claude Code: queue one-line goals, drain them through chunked claude -p workers, with hooks, a tiered agent fleet, and memory/context MCP servers.

A token-frugal MCP server that gives coding agents structural understanding of a codebase: repo maps, symbol outlines, ranked search, import tracing, and parsed diagnostics — every result under a toke

Chartbrew + AI agents. MCP server exposing Chartbrew's documented API: teams, connections, datasets, dashboards, charts, live queries, and secure embedding. TypeScript · stdio · restricted/unrestricte

Your AI, on the canvas — connect Claude Code, Cursor, or any MCP client to Figma: read, edit, audit, build. The file itself carries your rules and rulings. Works on every Figma plan.

AI Governance Infrastructure — open gateway demo. Self-hosted systemprompt.io gateway in a single Rust binary: policy, audit trails, and cost attribution on every AI request, with the Systemprompt Bri

Drive Unreal Engine 5 from an AI agent — MCP server over the Remote Control API and in-editor Python. No C++ plugin to compile.

🧾 Server MCP per Aruba Fatturazione Elettronica — invia, cerca e traccia le fatture SDI direttamente da Claude

MCP server for the CDTM Community Portal — search CDTM students & alumni from Claude Code in natural language

Unofficial MCP server + async SDK for SberBank Online — browserless auth, reads, and human-approved self-transfers. Direct client↔Sber, secrets never touch the agent.

MCP server for Google Search Console - index status, URL inspection, request indexing, sitemap submission and search analytics for Claude and other AI agents.

MCP server for Lufa Farms grocery shopping — browse the marketplace, manage your basket, and check orders through natural language

MCP server for market data, SEC filings, macro and risk tooling across Webull, Saxo and IBKR — with order execution behind a human approval step the assistant cannot reach. 41 tools, filtered to what

A small, self-hosted MCP server that gives Claude read/write access to your Google Sheets

MCP server for Asterisk and FreeSWITCH. Lets AI assistants inspect channels, SIP registrations, trunk status and dialplan on a live PBX.

MCP server that gives Claude/GPT agents commerce tools — each tool call pays an upstream x402 endpoint and returns its artifact

WordPress MCP server for Claude, Cursor, Codex and Copilot. 103 typed abilities in the free plugin: posts, pages, Gutenberg blocks, media, menus, taxonomies, plugins and themes, with OAuth 2.1, safety

[BETA] MCP server for safe, total remote control of Delphi via the official DelphiLSP engine: semantic navigation, guarded editing, scaffolding, real builds, sandboxed execution, virtual drives and re

[BETA] An MCP server to control Delphi remotely, so you can develop from any platform: safe editing, real MSBuild builds, git, scaffolding, sandboxed run, remote file transfer and compiler-grade seman

Delegate coding work from Claude Code to a local pi agent — MCP tools with mid-run steer/abort, plus per-project discipline hooks.

MCP server for the IVA 360 video conferencing platform — wraps the IVA 360 Clients API into 28 tools

PL/SQL development for AI agents on Oracle Database - expert queries, impact analysis, and a snapshot-verified write path with honest rollback

MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

IEEE Computer Society Universal Developer Operations, Diagnostics & AlgoJudge Competitive Execution MCP Server

Local MCP relay for cross-model agent teams. Your Claude, Codex, and other agents talk to each other over Unix sockets. No broker, no network, no accounts.

MCP server for social media. Manage Instagram, WhatsApp, X, LinkedIn and 8 more DM inboxes plus scheduled posts from Claude, Cursor or ChatGPT.

Production-grade, token-optimized FastMCP SQLite Server with sub-millisecond O(1) schema discovery, opcode execution watchdog, and fuzzy self-healing.

Ask your AI assistant real questions about your data and get answers you can rely on — an MCP server with 45 analysis tools that pick the right statistical method themselves and tell you how much to t

Read-only MCP server for integrating Zoko with AI assistants like Claude

Safely expose legacy SOAP/WSDL systems to AI agents as typed, schema-validated, audit-logged MCP servers

Give AI agents access to an authorized Telegram archive via the official Telegram Business API: search conversations, read files and voice transcripts, and optionally reply. Self-hosted remote MCP; no

Switch between multiple Claude Code accounts with one command — MCP servers, plugins, skills and session history stay shared.

Create & manage Facebook & Instagram (Meta) ad campaigns from Claude, ChatGPT & Cursor — bulk, multi-account, guardrails.

The task tracker your AI agents keep for each other: every task carries a case file, so the next agent picks up where the last one stopped. MCP server + live board. Self-hosted, one-line install.

Compañero local read-only MCP para el e-FICH (Moodle FICH-UNL): cache de cursos, búsqueda de PDFs, calendario y anuncios, expuesto a Claude/ChatGPT/Codex

Headless Blackboard MCP server for bb.cuhk.edu.cn — courseware download, assignment inspection & submission, announcements. Fully headless credential login.

Production Rust MCP server for secure, auditable control of existing SecureCRT SSH sessions

Give an AI agent full remote control of a Windows PC - with zero console windows flashing on screen. 让 AI 完全操控你的 Windows 电脑，屏幕上不闪任何黑窗口。

AI suite for OpenMage and Magento 1: MCP server, admin copilot, storefront assistant and LLM discovery. Bring your own key.

벨로그(velog.io) MCP 서버. 글을 읽고 쓰고 백업한다. 공개 발행은 사람이 켤 때만 열린다. Node >=22.18, 런타임 의존성 2개

Free, source-available desktop GraphQL client and IDE for macOS, Linux and Windows: tabs that survive crashes, collections in git-friendly files, environments that refresh tokens, flows as smoke tests

Local MCP bridge that lets an AI assistant help build tabletop battle maps from assets you already own.

Browser Bridge: a Chrome extension + local MCP server that gives any AI agent access to your real, logged-in browser

Pre-print simulator for Bambu Lab 3D printers: printability, stability, strength (FEA), physics and robot/mechanism simulation — web app + MCP server for AI agents

Native Java Model Context Protocol (MCP) server for live Spring Boot inspection via Attach API.

Read-only MCP server for Calibre: metadata, BM25 full-text search over EPUB/PDF/MOBI/LIT, chapter/page reading, highlights. Direct SQLite (works with Calibre open), incremental FTS5 index, stdio + Str

Fast single-binary security scanner for MCP (Model Context Protocol) servers — config audit, live capability enumeration, tool-poisoning detection & risk grading. Zero deps, fully offline — trivy for

Read-only MCP server for the Google services an online shop lives on: GA4, Search Console, Merchant Center, Tag Manager, Indexing API, PageSpeed.

MCP server for AI accounting. Connect Claude, ChatGPT or Cursor to your Numina ledger.

Let Claude, ChatGPT, Grok Bot and any MCP agent email you when something needs your attention. Private, free, one-click deploy to Cloudflare Workers.

Connect Claude, Cursor, Codex & other AI assistants to Canvas LMS with your normal login — no access token needed. Read-only MCP server.

Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value metrics. Works with C

MCP server that lets Claude and other AI assistants build, animate, preview and render motion graphics in a live Adobe After Effects project: 77 tools for comps, layers, keyframes, springs, text revea

Hardware-in-the-Loop (HIL) automation gateway and FastMCP server for embedded target boards

See the tokens Claude Code and Codex load before you type: MCP tool lists, skills, hooks, CLAUDE.md and AGENTS.md per session. Find what you never use and archive it, with undo. Open source, runs offl

MCP server that lets Claude drive a local Adobe Illustrator on Windows (COM + ExtendScript, works offline)

Audit and revoke everything Claude Code has been given on Linux: trusted folders, "always allow" rules, saved transcripts, hooks, MCP servers. Quarantine instead of delete, one command to undo. Single

MCP server for Vectorworks

Connect Claude (or any MCP client) to your university's Moodle LMS: read-only access to courses, deadlines, assignments, grades and course files.

Local MCP server giving Claude access to several Google accounts at once: Gmail, Google Calendar, Google Drive

A token-lean MCP memory server for AI coding agents: a knowledge graph your agent can search without reading the whole thing. Drop-in replacement for the reference memory server.

Let AI drive Figma. Instant, lightweight and free: no paid Figma seat, no quota, no Figma token. Open source, for macOS.

Connect AI models to your own computer and MCP tools — with device-side control.

YouTube transcript search for your AI. Find who said what with timestamps, mentions, sponsors, and recommendations. Remote MCP and agent skills.

MCP stdio server that lets Claude Code drive your real Chrome window (your logins, your cookies, zero API keys) via a Chrome MV3 extension.