MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40501 |
Kiwi MCP
Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
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| 40502 |
PageDrop MCP
Claim
Deploy and manage instant HTML sites with paste, upload, and ZIP deploy
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| 40503 |
Enables conversion between multiple document formats including Markdown, HTML, …
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| 40504 |
web-to-ai
Claim
Web to AI is an MCP server that exposes a personal library of captured web UI t…
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| 40505 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network, allowing …
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| 40506 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 40507 |
InferMap
Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
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| 40508 |
ClawHire MCP
Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
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| 40509 |
Enables natural language search and analysis of arXiv academic papers with AI-p…
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| 40510 |
breeze-mcp
Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
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| 40511 |
gmailmcp
Claim
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| 40512 |
MindMeister MCP Server
Claim
Connects Claude to the MindMeister API v2, enabling AI-powered mind map managem…
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| 40513 |
Parallel Browser MCP
Claim
MCP server for parallel browser automation across multiple providers.
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| 40514 |
helix-pilot
Claim
GUI automation MCP server that enables AI agents to see and control the Windows…
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| 40515 |
Medical MCP Chatbot
Claim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
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| 40516 |
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
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| 40517 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
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| 40518 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 40519 |
livostyle-catalog-mcp
Claim
Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools —…
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| 40520 |
genai_sandbox
Claim
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| 40521 |
querywise-mcp
Claim
Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural langu…
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| 40522 |
MCP Server Template
Claim
A minimal FastMCP server template for quick deployment to Render with streamabl…
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| 40523 |
x402
Claim
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| 40524 |
genome-map
Claim
Access industrial fingerprint data for insight into supply chain and company pe…
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| 40525 |
vigil-fraud-alert
Claim
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| 40526 |
space-ocr
Claim
Multilingual structured OCR with verified per-character bboxes for AI agents.
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| 40527 |
JustFix Estimator
Claim
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
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| 40528 |
Seamless Prospecting
Claim
Find and enrich B2B contacts and companies for prospecting and outreach. Uncove…
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| 40529 |
boxpdf
Claim
Resource-only MCP server with docs and templates for the boxpdf TypeScript PDF …
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| 40530 |
jp-lit-mcp
Claim
An MCP server for Japanese literature research that provides unified search acr…
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| 40531 |
aegis-dq
Claim
Agentic data quality framework that runs structured rules against warehouses (D…
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| 40532 |
Dad Jokes MCP Server
Claim
An MCP server for generating dad jokes based on a given topic, with support for…
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| 40533 |
DJD Agent Score
Claim
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
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| 40534 |
A vision MCP server that gives MCP-compatible agents direct access to Perceptro…
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| 40535 |
Crypto Tools MCP Server
Claim
Defense-grade cryptographic compliance and analysis tools for MCP, including FI…
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| 40536 |
Revelata deepKPI
Claim
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
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| 40537 |
MCP Latin Tools Server
Claim
Provides Latin NLP tools for tokenization, lemmatization, POS tagging, reported…
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| 40538 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 40539 |
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
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| 40540 |
GitHub Support Assistant
Claim
Helps support engineers find similar GitHub issues to speed up troubleshooting …
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| 40541 |
Crossmint HR Airdrop MCP
Claim
Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
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| 40542 |
vynn-mcp
Claim
MCP server for Vynn — self-improving AI workflows & backtesting.
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| 40543 | — | |||||||||
| 40544 |
mcp-server
Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
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| 40545 |
Provides basic arithmetic calculation tools through an HTTP-accessible MCP serv…
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| 40546 |
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
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| 40547 |
mcpv1
Claim
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| 40548 |
Databricks MCP Server
Claim
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
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| 40549 |
mcp-gera-clinic
Claim
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
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| 40550 |
decodo-coppi
Claim
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