MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60851 |
line-oa-mcp-ultimate
Claim
Operate your LINE Official Account from any AI agent through natural language.
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| 60852 |
idf-mcp
Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
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| 60853 |
HoudiniMCP
Claim
Connects Claude AI to Houdini through the Model Context Protocol, enabling dire…
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| 60854 |
nvim-mcp-server
Claim
A Model Context Protocol server for Neovim that provides LSP-based symbol tools…
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| 60855 |
Debug MCP Server
Claim
Enables AI-powered debugging through structured logging with pattern recognitio…
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| 60856 |
polybugger-mcp
Claim
Multi-language MCP debugger for AI agents that supports Python, JavaScript/Type…
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| 60857 |
CodeSift
Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
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| 60858 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 60859 |
MCP Server Fly
Claim
A reusable MCP server for Fly.io offering utility tools including weather, web …
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| 60860 |
MCP server for GDPR compliance checks. Analyze data processing activities, asse…
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| 60861 |
LLM2Docs (Unofficial)
Claim
An unofficial MCP server for Google Docs that lets large language models secure…
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| 60862 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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| 60863 |
@cowork/mcp-server
Claim
Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools imple…
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| 60864 |
Geobed
Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
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| 60865 |
An MCP server implementation that allows using Google's Gemini AI models (speci…
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| 60866 |
Kira
Claim
Automatically provides AI agents with proven instructions and past failure warn…
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| 60867 |
SoloMD
Claim
A free, open-source Markdown editor with a bundled MCP server (stdio, read-only…
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| 60868 |
Investors MCP Server
Claim
Enables semantic search and ingestion of investor content using Upstash Vector …
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| 60869 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
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| 60870 |
asana-mcp
Claim
Enables to interact with Asana through Claude, with read and write tools for ta…
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| 60871 |
Enables developers to build Base mini apps from start to finish with 10 special…
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| 60872 |
Search the web with full-page retrieval and contextual results. Translate text …
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| 60873 |
doings-evidence-mcp
Claim
This MCP server provides critical evidence assessment for organization-design, …
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| 60874 |
mcp-server
Claim
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
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| 60875 |
ConnectWise MCP Server
Claim
A Docker-based MCP bridge that enables AI agents to access ConnectWise Manage d…
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| 60876 |
Chess MCP
Claim
Play interactive chess games through conversation with move validation, Stockfi…
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| 60877 |
Purple Grain
Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
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| 60878 |
BioPharma Sentinel
Claim
High-strategic intelligence platform for life sciences that enables real-time c…
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| 60879 |
facebook-gemini-agents
Claim
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| 60880 |
Novu MCP Server
Claim
Enables AI agents to interact with Novu's notification system, facilitating ope…
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| 60881 |
DataJud MCP TJMA
Claim
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
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| 60882 |
FramesCLI
Claim
Make videos AI-readable. Extract timestamped frames and transcripts from any vi…
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| 60883 |
Finance MCP Server
Claim
Provides real-time financial data from Yahoo Finance, enabling stock price look…
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| 60884 |
FOFA MCP Server
Claim
MCP server for querying the FOFA API, enabling network asset search and account…
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| 60885 |
A simple MCP server that provides greeting tools such as hello and greet_multip…
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| 60886 |
mcp-auth-fetch
Claim
A powerful and flexible package designed to simplify HTTP/HTTPS requests by aut…
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| 60887 |
surveyHelper
Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
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| 60888 |
RX-Radar
Claim
[](https://smithery…
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| 60889 |
MCP server for image optimization, conversion, AI generation, and gallery manag…
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| 60890 |
GateSolve CAPTCHA Solver
Claim
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
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| 60891 |
Text2Event
Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
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| 60892 |
FastMCP Example Server
Claim
Educational example of an MCP server built with FastMCP, demonstrating how to e…
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| 60893 |
mimari-ai MCP Server
Claim
Provides AI-powered access to Turkish building regulations, architectural stand…
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| 60894 |
MCP Research Router
Claim
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
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| 60895 |
Singapore LTA MCP Server
Claim
Provides real-time access to Singapore's Land Transport Authority data, includi…
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| 60896 |
Obsidian MCP Server
Claim
Enables AI assistants to search, read, and append content to notes in an Obsidi…
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| 60897 |
codex-cli-architect-mcp
Claim
An MCP server that provides technical consultation, code review, and code expla…
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| 60898 |
starlink-enterprise-mcp
Claim
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 60899 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
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| 60900 |
@ktmcp/betfair
Claim
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
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