MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35501 |
vision
Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
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| 35502 |
bitcoin-mcp-server
Claim
Honest monetary data for AI agents. Inflation, M2 vs CPI, Bitcoin vs dollar. No…
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| 35503 |
Medplum MCP Server
Claim
Enables interaction with Medplum's FHIR data through the Model Context Protocol…
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| 35504 |
ris-mcp
Claim
MCP server that exposes Austrian federal law (Bundesrecht) to LLMs, enabling fu…
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| 35505 |
Simple MCP MySQL Server
Claim
Enables AI assistants to securely interact with MySQL databases, including list…
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| 35506 |
agentbuilders
Claim
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
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| 35507 |
headroom
Claim
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 6…
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| 35508 |
yahoo-mail-mcp
Claim
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
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| 35509 |
MCP OCI Registry Server
Claim
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
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| 35510 |
mcp-local-files
Claim
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
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| 35511 |
Perplexity Web MCP
Claim
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
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| 35512 |
tuning-engines-cli
Claim
Domain-specific fine-tuning of open-source LLMs and SLMs with zero infrastructu…
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| 35513 |
agents-chat-mcp
Claim
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
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| 35514 |
JobVerify
Claim
Detect fake recruiter & job-offer scams with free OSINT — an MCP server for Cla…
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| 35515 |
Spectral
Claim
Spectral records HTTP traffic from apps, uses an LLM to understand API calls, a…
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| 35516 |
zaileys-mcp
Claim
Enables AI agents to control WhatsApp, including sending messages and media, re…
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| 35517 |
emplyx
Claim
Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payro…
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| 35518 |
SocialGO MCP Server
Claim
Enables AI assistants to search the SocialGO SMM platform catalog and place soc…
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| 35519 |
Generate images from text using advanced AI models. Learn more about jigsawstac…
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| 35520 |
Permid
Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
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| 35521 |
Manages airline crew qualifications, certifications, FAA Part 117 compliance, a…
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| 35522 |
Arzbin MCP Server
Claim
Live Iran exchange rates, gold, crypto, and Toman market data for AI agents.
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| 35523 |
MCP_repo
Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
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| 35524 |
syntheticbrew
Claim
Embed an AI chat widget on your website from your coding agent: provision, conf…
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| 35525 |
diiiiiiary
Claim
MCP for diiiiiiary.com: AI letters on a training-data-immune, persistent writin…
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| 35526 |
KotorMCP
Claim
MCP server for interacting with Knights of the Old Republic game installations,…
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| 35527 |
mcp-feedback-enhanced-gw
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 35528 |
atlassian-dc-mcp-jira
Claim
MCP server for Atlassian Jira Data Center - search, view, and create issues
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| 35529 |
water-conditions
Claim
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
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| 35530 |
specopt-mcp
Claim
Enables prompt and code optimization using DSPy and MCP, with tools for optimiz…
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| 35531 |
PrintYourDuck Quote
Claim
Find and submit local 3D print files for manual PrintYourDuck quote review.
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| 35532 |
Cloudflare Workers MCP server: api-schema-drift-detector
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| 35533 |
MCP server for Yandex Tracker API.
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| 35534 |
MCP-data-inclusion
Claim
MCP server that exposes French public APIs (Data Inclusion, Légifrance, La Bonn…
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| 35535 |
Early MCP Server
Claim
A Model Context Protocol server for the Early time tracking API, enabling natur…
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| 35536 |
mcp-bitbucket
Claim
MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…
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| 35537 |
ionoscloud-mcp
Claim
Inspect and manage IONOS CLOUD infrastructure via MCP.
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| 35538 |
Setell
Claim
Modern quote to cash powered by AI
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| 35539 |
Custom Search MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 35540 |
Hyperion MCP Server
Claim
Enables seamless interaction with the Hyperion blockchain, including wallet man…
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| 35541 |
ComfyUI MCP Server
Claim
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
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| 35542 |
LLMemory
Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
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| 35543 |
bounceprotect
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
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| 35544 |
Forge Engine
Claim
Design spec + milestones AI coding agents read before building; drift flagged, …
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| 35545 |
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
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| 35546 |
Read-only MCP server for the Kiwoom Securities REST API: market data, account i…
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| 35547 |
mcp-db-schema-tools
Claim
Database schema management MCP server for Claude Code, enabling natural languag…
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| 35548 |
Enables interaction with The Things Industries LoRaWAN platform via MCP tools, …
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| 35549 |
humanmenu
Claim
Human Menu is a marketplace where AI clients post tasks for human workers.
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| 35550 |
Brevo MCP Server
Claim
MCP server for Brevo email marketing platform enabling campaign management, ana…
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