MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39701 |
aletheia-mcp
Claim
Secure multi-agent runtime validation engine with Docker sandbox execution and …
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| 39702 |
scryer-mcp
Claim
Enables AI agents to read, modify, and build from architecture models, keeping …
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| 39703 |
Garmin Workout Pipeline
Claim
Enables building and uploading structured workouts to Garmin Connect using YAML…
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| 39704 |
Enables AI assistants to inspect employee access, list failed onboarding events…
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| 39705 |
tmux-bridge-mcp
Claim
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
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| 39706 |
ATP Librarian MCP Server
Claim
Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents t…
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| 39707 |
Real-time Google Flights: one-way and round-trip fares over date ranges, with p…
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| 39708 |
Enables AI assistants to manage Microsoft 365 email, calendar, and contacts thr…
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| 39709 |
global-education-mcp
Claim
Provides AI assistants access to international education data from UNESCO UIS (…
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| 39710 |
db-mcp
Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
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| 39711 |
QC Database MCP Server
Claim
Enables AI assistants to perform QC Database tasks such as uploading records, m…
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| 39712 |
LSP MCP
Claim
Provides AI agents with language-aware code analysis through the Language Serve…
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| 39713 |
Rechtspraak MCP Server
Claim
MCP server for searching and analyzing Dutch case law with advanced search, fac…
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| 39714 |
Argentina Data
Claim
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
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| 39715 |
sentryfrogg-mcp
Claim
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| 39716 |
ko-mcp-worker
Claim
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MC…
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| 39717 |
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
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| 39718 |
Trust layer for agent payments (x402, Base): verify agents, risk scores, signed…
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| 39719 |
Bulgaria payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 39720 |
Norma by Quality Clouds
Claim
Deterministic AI code review, with an audit record. Governance inside the agent…
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| 39721 |
An MCP server that exposes Prof. Null, an uncensored cybersecurity professor, a…
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| 39722 |
mcp-server-deel
Claim
A production-quality MCP server for the Deel API that enables managing global H…
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| 39723 |
mcp-parasut
Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
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| 39724 |
Pinecone Assistant MCP
Claim
A generic MCP server for conversational AI document research using the Pinecone…
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| 39725 |
mcp-gateway
Claim
Aggregates multiple child MCP servers into a single MCP server endpoint, enabli…
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| 39726 |
Enables natural language interaction with complex computer vision workflows suc…
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| 39727 |
Legal Court MCP Server
Claim
MCP Server providing AI agents access to over 3 million US court decisions via …
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| 39728 |
AgentValet
Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
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| 39729 |
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
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| 39730 |
zotero-grounded-mcp
Claim
An MCP server that gives any MCP-compatible assistant access to your Zotero ref…
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| 39731 |
freezetext-mcp
Claim
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freeze…
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| 39732 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
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| 39733 |
admin-mcp
Claim
MCP server for Odoo administration, enabling customer listing and search via co…
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| 39734 |
BugForge MCP Server
Claim
Enables transforming raw bug notes into structured defect reports (Summary, Ste…
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| 39735 |
archiet-xray
Claim
Deterministic repo architecture maps: auth coverage, blast radius, readiness sc…
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| 39736 |
flagrix
Claim
Enables AI agents to scan GitHub repositories and user profiles for malware sig…
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| 39737 |
ical-mcp
Claim
MCP server for Apple Calendar and CalDAV providers. Enables listing, creating, …
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| 39738 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 39739 |
Enables search and retrieval of verified Yeosu travel itineraries, points of in…
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| 39740 |
agora-platform
Claim
A shared communication bus for multiple agents using NATS and MCP, enabling MCP…
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| 39741 |
Coding Agent MCP Server
Claim
Provides coding agent capabilities including file operations, terminal commands…
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| 39742 |
RentHuman
Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
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| 39743 |
Cuba-Exec
Claim
Advanced shell command execution for AI agents — a Model Context Protocol (MCP)…
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| 39744 |
Container Host AIops
Claim
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded wr…
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| 39745 |
cpf-validador
Claim
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
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| 39746 |
valorem-mev-mcp
Claim
Gives MCP-compatible LLM agents direct access to real-time MEV and DeFi data vi…
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| 39747 |
pwsh-exec-mcp
Claim
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
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| 39748 |
canvasMCP
Claim
Deploys a read-only MCP server to Cloudflare Workers for interacting with Canva…
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| 39749 |
cloudflare-api-mcp
Claim
Enables AI agents to interact with the Cloudflare REST API for managing DNS rec…
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| 39750 |
tastytrade-mcp
Claim
An MCP server that enables autonomous AI agents to connect to Tastytrade for ma…
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