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MCP servers tagged model-context-protocol
21K live MCP servers tagged "model-context-protocol", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with model-context-protocol.
Chilecule
Agentic drug discovery workflows on fully open-source tooling: RDKit, AutoDock Vina/smina, fpocket, ChEMBL. MCP tool servers + Claude agents, with a retrospective validation harne…
D2 MCP Rs
Rust MCP server for safe D2 diagram rendering from AI agents
Savage MCP
KISS MCP proxy for Codex: compress text and turn image payloads into compact graph/diagram primitives.
LLM Os
A private, local-first agentic kernel. The LLM routes intent; sandboxed tools execute. Zero egress — turn your Wi-Fi off and it still works.
Bibtex MCP
Google Scholar BibTeX MCP server and CLI
Smoke Test
Onboard and verify any MCP that drives an external app: smoke test, functional capability probe, evidence-based manual, and interactive prereq-ladder guide — with parametrized tem…
Config Audit
Zero-dependency security linter for MCP server configs: hardcoded secrets, unpinned npx, curl|sh launchers, risky mounts, insecure URLs.
Connector Forge 2
Build and verify portable MCP/CLI bridges for Codex, Claude Code/Cowork, and Antigravity.
Enterprise Agentic AI Suite
Governed MCP server, multi-agent A2A orchestration, and AI cost forecasting for enterprise HCM/Financials scenarios — independent portfolio project
Pharos Discovery
The universal agent discovery framework for MCP — search, evaluate, approve, and connect to MCP services from any AI agent. Provider-agnostic, user-approval-gated.
Spz MCP
MCP server for StableProjectorz — lets an LLM agent read app state, see the 3D viewport and trigger UI actions. Discovers its tool catalogue from the running app.
Fitness Analyst AI
Fitness Analyst AI — Apple Health / HealthKit data pipeline, analysis engine and MCP server. Python owns the truth; the model narrates.
Claude MCP Web Scraping
Give Claude live web access via MCP: scrape pages, run Google searches and crawl sites from the chat.
Moss MCP Transaction
Beginner-friendly Moss MCP-style Web3 transaction preview demo for Monad learners: explain intent, risks, status lifecycle, and safety before signing.
Quoin
A macOS text editor where AI agents are first-class users. The agent edits, you decide.
Schema Census
Point mcp-schema-check at your MCP server and see which provider strict modes reject your tool schemas, and why. Backed by 617 servers / 14,804 real schemas.
Chatcut By Openclaw
用 OpenClaw 操作 ChatCut 的完整教程 · 53 个 MCP 工具 · 8 个实战示例 · 6 篇教程 · 让 AI 帮你剪辑视频
Kankali Context
Context hub
AI Workspace Showcase
Bilingual AI prompts library, MCP registry & developer workbench — Public showcase with type-safe mock layer and C4 architecture.
Strata Oss
Deterministic LookML analysis engine — dead code, zombie PDTs, schema drift
PyThermoModels MCP
PyThermoModels thermodynamic calculations exposed through MCP.
Writ MCP
The official Writ MCP connector — turn your saved browser workflows into tools your AI assistant can call. Zero dependencies, one file.
Codemode Go
Programmatic tool calling for Go agents: the model writes one JavaScript program that calls the tools you already have. A second execution strategy, not a replacement for tool cal…
Detect
Open-source MCP abuse-detection lab with reproducible rules, corpora, and coverage limits
Litmuz Agent
Claim-level verification for life-sciences research agents: honest, auditable, per-claim traffic-light verdicts against the primary literature and genomic reference data. MCP-nati…
Figma Design Bridge
MCP server that lets an AI agent write real designs onto a Figma canvas
Thee Discord MCP
Safety-gated Discord administration MCP server with 49 grouped tools, 166 operations, dry-run planning, scoped REST, and explicit high-impact confirmations.
Speculative MCP
⚡ Universal High-Performance Speculative Tool Execution Proxy for the Model Context Protocol (MCP). Reduces P95 latency by 35%-48%.
Hachiman Agent
Hachiman Agent — autonomous security layer for AI agents and MCP. Scan before deployment, authorize before access, monitor during execution, contain when compromised, report every…
Collectui MCP
Show your coding agent a design, not a screenshot. Turns a CollectUI link (or any image/GIF/video URL) into a measured design + motion brief — durations, easing curves, displaceme…
Ghl MCP Scoped
Least-privilege policy wrapper for any GoHighLevel MCP server. Declare which tools an AI agent may call and under what argument conditions; everything else is refused and logged.…
Nccu Course MCP
MCP server for querying NCCU course listings (qrysub.nccu.edu.tw) — search courses and read syllabi programmatically.
Dydx Agent Gateway
MCP server giving AI agents analytics access to dYdX v4 — market data, funding heatmap, verified trader PnL, leaderboards, anomaly detectors.
Syntavra
Adaptive context and runtime optimization for coding agents—reducing token waste, externalizing tool output, preserving exact session history, and enforcing secure tool routing.
MentionLeads MCP
Official MentionLeads MCP server for Claude Code and Cursor — find high-intent Reddit leads, mine product feedback, and turn real conversations into build tasks.
Kb Browser
A browser you drive entirely from the CLI — Playwright + Chromium, DevTools in the terminal, restart-free proxy profiles, and an MCP server for AI agents (Claude Code).
Cobie MCP
MCP server for COBie Excel validation, updates, and PDF extraction
Secrets Realestate MCP
MCP server for French property intelligence — sold prices, energy, risk, crime and schools for any address, each answer sourced.
N8n Validation Benchmark
Reproducible validation-honesty benchmark for n8n workflow validators exposed over MCP — probe fixtures, result schemas, methodology. No results published yet.
Contract CI
Contract testing for MCP servers in CI. Catch breaking tool and schema changes before agent workflows break.
AI News
Agregador de notícias sobre IA com MCP Server e REST API. 10 fontes: blogs, ArXiv, GitHub. Deploy gratuito no Render.
Claude API Playbook
Guia practica de construccion con la API de Claude (tool use, evals, RAG, MCP, prompt caching, agentes). Basado en el curso Building with the Claude API de Anthropic Academy, con…
Opendesk MCP
Model Context Protocol server for openDesk, the sovereign workplace suite. Read-only access to its Nextcloud files, OpenProject work packages and XWiki pages.
Productivity Protocols
An open, evidence-graded bank of health and performance protocols. Queryable by agents over MCP.
Zemax MCP
Local Web GUI for reproducible chick/human-eye illumination experiments with guided OpticStudio verification; optional MCP automation.
Ubiquity
A coding-agent SDK for Python. The agent loop, tools, permissions, hooks, subagents, skills, and MCP — on 604 models across 22 providers. Shorter alternative if you want it to fi…
Rainbird MCP
MCP server for Rain Bird ESP-TM2 / LNK WiFi irrigation controllers (local LAN, no cloud).
Csc Algorithms
A structured repository dedicated to implementing, analyzing, and documenting foundational computer science algorithms and data structures using Python. This project serves as an…
Webmcp Devtools
Inspect, automate & monitor WebMCP tools via navigator.modelContext. Chrome extension for MCP protocol.
AI To Catia MCP
Safety-scoped MCP server for AI-assisted CATIA V5 modeling: Sketch, Part Design, GSD and Surface demos.