MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32151 |
Milvus Search
Claim
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
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| 32152 |
lrnev
Claim
AI-powered project governance engine for collaborative development with MCP ser…
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| 32153 |
Enables semantic search and retrieval of AI alignment articles from Alignment F…
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| 32154 |
mem9-guard-mcp
Claim
An MCP server that provides a guarded interface to the mem9 persistent memory b…
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| 32155 |
jobs-mcp-server
Claim
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
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| 32156 |
MCP File Upload Sample
Claim
Enables uploading files to MinIO (S3 compatible) via MCP tools. Supports Base64…
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| 32157 |
Linear MCP Server
Claim
A Deno implementation that enables AI models to interact with Linear issue trac…
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| 32158 |
bybit-mcp-server
Claim
Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
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| 32159 |
uptimepage
Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
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| 32160 |
mcp-stealth-chrome
Claim
Provides 133 stealth tools for AI agents to bypass Cloudflare, Turnstile, and r…
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| 32161 |
Relay MCP Server
Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
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| 32162 |
odooclaw-mcp
Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
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| 32163 |
reservations-mcp
Claim
Enables restaurant discovery and reservations across multiple providers (Resy, …
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| 32164 |
search-context
Claim
Enables semantic search across documentation stored in Gemini FileSearchStores,…
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| 32165 |
Notes MCP Server
Claim
Enables note management (create, read, update, delete, list) through MCP, with …
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| 32166 |
moneys3-mcp
Claim
MCP server for connecting AI clients to the Money S3 accounting system via Grap…
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| 32167 |
mintqa-mcp
Claim
MCP server for Mint — AI-powered QA that runs your app in a real browser on eve…
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| 32168 |
kie-mcp
Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
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| 32169 |
A configurable MCP server for managing multiple GitHub repositories, branches, …
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| 32170 |
Lever MCP Server
Claim
Enables AI agents to manage Lever.co candidates and job requisitions, and send …
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| 32171 |
World Clock
Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
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| 32172 |
Langfuse Trace Fetcher
Claim
Fetches Langfuse observability traces directly into a VS Code coding agent's co…
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| 32173 |
mcp-database
Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
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| 32174 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 32175 |
Igniral MCP Server
Claim
Bridges AI agents with Igniral's platform to generate production-ready backends…
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| 32176 |
comind-mcp
Claim
A gateway that connects MCP servers and REST APIs, allowing you to curate tools…
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| 32177 |
ProjectDoc
Claim
Enables AI editors to collaboratively manage project documentation, including t…
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| 32178 |
Provides tools to interact with Jira, including JQL queries, ticket creation, e…
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| 32179 |
MCP PageSpeed Insights
Claim
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
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| 32180 |
Enables autonomous orchestration of vector search, knowledge graph queries, and…
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| 32181 |
environment-mcp
Claim
MCP server that provides tools to access Google Maps Environment APIs for air q…
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| 32182 |
TAP Insights MCP
Claim
Connects TikTok accounts to Claude, enabling analysis of account data for brand…
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| 32183 |
PurelyMail MCP Server
Claim
Provides AI assistants with access to PurelyMail's email management API, enabli…
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| 32184 |
loinc-mcp
Claim
Enables searching LOINC codes and retrieving detailed information including pan…
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| 32185 |
Peliqan MCP Server
Claim
Enables AI assistants to interact with the Peliqan platform, providing access t…
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| 32186 |
Canvas MCP
Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
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| 32187 |
chdb-mcp
Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
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| 32188 |
CrewAI MCP Orchestrator
Claim
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
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| 32189 |
Task Manager MCP Server
Claim
A comprehensive task management MCP server built with FastMCP, featuring full C…
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| 32190 |
CenterPoint Connect
Claim
Access and manage CenterPoint Connect data for property management, constructio…
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| 32191 |
resume-markdown-mcp
Claim
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
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| 32192 |
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
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| 32193 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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| 32194 |
gsc-mcp-connector
Claim
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
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| 32195 |
umbriel
Claim
Playwright for the Windows desktop, from Bun — drive native GUIs via UI Automat…
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| 32196 |
Gitea MCP Proxy Agent
Claim
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
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| 32197 |
M-Pesa MCP Server
Claim
An experimental MCP server that lets AI agents interact with guarded payment wo…
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| 32198 |
lazarus-mcp
Claim
Enables automatic diagnosis, safe repair, and evidence generation for broken No…
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| 32199 |
codecks-mcp
Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
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| 32200 |
gmod-mcp
Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
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