MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65051 |
Outlook MCP Server
Claim
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
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| 65052 |
Outset
Claim
AI-moderated research platform: create and launch studies and query interview r…
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| 65053 |
Freelance MCP Server
Claim
An AI-powered freelance platform aggregator that helps users find gigs, generat…
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| 65054 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 65055 |
ConsumerSim MCP Proxy
Claim
Exposes forecast lookup tools for consumer spending predictions across regions …
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| 65056 |
oss-issues-mcp
Claim
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, …
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| 65057 |
twitterapis
Claim
MCP server for the Twitter/X read API, enabling search, user profiles, tweets, …
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| 65058 |
Enables access to Apollo's tools and services through a standardized MCP interf…
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| 65059 |
code-intel
Claim
Provides semantic code search and code insights via a knowledge graph, enabling…
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| 65060 |
AirTrail MCP Server
Claim
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
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| 65061 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 65062 |
Boletín Claro
Claim
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
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| 65063 |
mcp-ebook-read
Claim
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
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| 65064 |
MCP AgentChat
Claim
An MCP server enabling AI agents to interact with users via Telegram, supportin…
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| 65065 |
Yandex Cloud MCP Server
Claim
MCP server for managing Yandex Cloud infrastructure including Compute VMs, Obje…
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| 65066 |
EcoFlow MCP Server
Claim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
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| 65067 |
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
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| 65068 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 65069 |
mcp-gsc-advanced
Claim
MCP server for advanced Google Search Console analysis — keyword cannibalizatio…
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| 65070 |
Clearspar Part 135 MCP
Claim
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
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| 65071 |
swagger-doc-explorer-mcp
Claim
Enables progressive exploration of Swagger/OpenAPI API documentation. Supports …
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| 65072 |
MCP MySQL Server
Claim
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
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| 65073 |
STT2TTS MCP
Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
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| 65074 |
demo
Claim
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| 65075 |
payments-gateway
Claim
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
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| 65076 |
mpc-legifrance
Claim
MCP server covering French law via the PISTE platform:
62 tools wrapping the fu…
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| 65077 |
bSDD MCP Server
Claim
Enables AI assistants to query standardized building classifications, propertie…
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| 65078 |
oracle-models
Claim
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
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| 65079 |
Enables interaction with Figma tools and services through a standardized MCP in…
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| 65080 |
ppdiary
Claim
Enables AI-assisted diary management through natural language, allowing you to …
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| 65081 |
printful-mcp-server
Claim
Enables to create print-on-demand products using the Printful API, allowing use…
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| 65082 |
HumanProof
Claim
Agent trajectory scorer for human-likeness — flags bot-like patterns in automat…
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| 65083 |
CentralOps MCP Server
Claim
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
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| 65084 |
claude-mac-bridge
Claim
MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac …
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| 65085 |
Joblet MCP Server
Claim
Enables AI assistants to manage distributed computing jobs through the Joblet p…
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| 65086 |
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
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| 65087 |
Yargıtay MCP
Claim
Enables searching and retrieving full text of Yargıtay (Turkish Supreme Court) …
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| 65088 |
whoami-mcp
Claim
Exposes a person's structured professional profile as MCP tools, enabling Claud…
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| 65089 |
apix420-mcp-server
Claim
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| 65090 |
NormSync
Claim
Pre-commit norm gate for AI-generated PRs — enforces coding and contribution no…
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| 65091 |
MCP MySQL Server
Claim
A MySQL MCP server with DDL support, permission control, and operation logging,…
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| 65092 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
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| 65093 |
Aseprite MCP
Claim
An MCP server that lets AI agents create and edit Aseprite sprites headlessly, …
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| 65094 |
Real Browser MCP
Claim
Enables browser automation over MCP using a real Chrome browser with existing p…
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| 65095 |
Dynamic AI persona management for Claude with file-based storage. Switch betwee…
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| 65096 |
pointcloud-mcp
Claim
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
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| 65097 |
agileconfig-mcp-server
Claim
MCP server that exposes all AgileConfig RESTful APIs as tools, enabling AI assi…
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| 65098 |
godot-mcp
Claim
MCP server for automating GDScript code linting, formatting, and export validat…
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| 65099 |
groundlens-mcp
Claim
Enables hallucination detection for AI assistants by providing tools to assess …
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| 65100 |
Gemini MCP
Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
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