MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31351 |
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
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| 31352 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 31353 |
godson_1231
Claim
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| 31354 |
drive-update-mcp
Claim
Enables Claude to update existing Google Drive files in place via a service acc…
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| 31355 |
postgresql-mcp-server
Claim
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
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| 31356 |
copilot-cloud-agent-mcp
Claim
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
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| 31357 |
project10
Claim
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| 31358 |
Meerkats.ai MCP Server
Claim
Enables web scraping, RSS feed processing, and Google search via the Meerkats.a…
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| 31359 |
GetMyCert
Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
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| 31360 |
SDS MCP
Claim
Enables automated project analysis and structured development specification gen…
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| 31361 |
Yunaki Memory MCP
Claim
A git-backed per-repo memory layer for Claude Code, enabling persistent, versio…
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| 31362 |
minimax-llm-mcp
Claim
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
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| 31363 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
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| 31364 |
mssql-mcp-server
Claim
MCP server for executing SQL queries and managing connections to Microsoft SQL …
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| 31365 |
mcp-gera-prime
Claim
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
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| 31366 |
Frame Pulse MCP
Claim
Provides AI agents with real-time system monitoring and control for creative wo…
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| 31367 |
Votura Tours
Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
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| 31368 |
yfinance-mcp-server
Claim
Enables retrieval of historical stock data from Yahoo Finance through a simple …
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| 31369 |
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
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| 31370 |
Odoo.sh MCP Server
Claim
SSH-based Model Context Protocol server for Odoo.sh - Build custom apps with AI…
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| 31371 |
Cloudflare Workers MCP server: api-schema-drift-detector
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| 31372 |
TranslationX MCP Server
Claim
A server that provides translation capabilities using TranslationX API, enablin…
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| 31373 |
powerbi-mcp
Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
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| 31374 |
89 MCP tools for verifiable AI work — citations, KYB, law, sanctions, recall, p…
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| 31375 |
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
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| 31376 |
memini
Claim
Local-first project memory for AI coding agents. Records failed attempts, fragi…
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| 31377 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 31378 |
n8nmcpremote
Claim
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| 31379 |
Gamma MCP Server
Claim
Enables generating AI-powered presentations via the Gamma API directly from MCP…
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| 31380 |
legiscan
Claim
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| 31381 |
skillgod
Claim
An MCP server that automatically injects relevant skills, project memory, and r…
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| 31382 |
software3
Claim
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| 31383 |
Production-ready MCP server for Greenhouse with 175 tools for recruiting teams
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| 31384 |
CodeAtlas MCP Enterprise
Claim
Ultra-lightweight, local-first MCP server for AI-powered code intelligence, pro…
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| 31385 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
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| 31386 |
arcgis-brampton
Claim
Provides access to City of Brampton GIS open geospatial data, enabling search, …
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| 31387 |
attestable-mcp-server
Claim
Enables remote attestation of MCP servers using Intel SGX and RA-TLS, allowing …
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| 31388 |
mcp-listen
Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
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| 31389 |
Event Escapes
Claim
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
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| 31390 |
mcp-evolution-api
Claim
MCP server that wraps the Evolution API (WhatsApp) as semantic tools for LLM ag…
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| 31391 |
Enables secure management of CTERA Portal file systems and administration throu…
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| 31392 |
duo-metrics-mcp
Claim
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
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| 31393 |
ansible-mcp-server
Claim
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
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| 31394 |
MCPedia
Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
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| 31395 |
mcp
Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
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| 31396 |
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
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| 31397 |
Image Convertor MCP
Claim
An MCP server that provides comprehensive image conversion and processing tools…
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| 31398 |
Chemistry VC
Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
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| 31399 |
SkillShare MCP Server
Claim
An MCP server that enables AI agents to interact with the SkillShare registry, …
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| 31400 |
Banana
Claim
A simple MCP server that provides tools for adding numbers, creating text files…
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