MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54151 |
MCP Smart Searcher
Claim
A smart MCP server for multi-engine web search with AI-powered results, support…
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| 54152 |
MCP Server
Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
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| 54153 |
E2B Sandbox MCP
Claim
A Model Context Protocol server that enables AI assistants to create, control, …
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| 54154 |
FILM-FINDER MCP Server
Claim
A simple MCP server for fetching movie and TV show data from TMDB and OMDB APIs…
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| 54155 |
depthy-mcp
Claim
Gives AI assistants access to real-time crypto market structure data from Depth…
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| 54156 |
Orchestrates end-to-end testing of AI-powered incident remediation workflows th…
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| 54157 |
Remplir un constat amiable et recevoir le PDF signé par email, directement en c…
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| 54158 |
MLX MCP Server
Claim
Enables AI assistants like Claude to manage LLM inference by controlling model …
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| 54159 |
glam-mcp
Claim
Enhances AI-assisted development with intelligent context, team awareness, and …
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| 54160 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 54161 |
Astro Agent
Claim
Provides live astronomical telemetry and space data, including ISS tracking, NA…
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| 54162 |
CaskMCP
Claim
Turns any web API into a governed, agent-ready MCP server with lockfile-based a…
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| 54163 |
Demonstrates how to create a simple MCP server with streamable HTTP transport, …
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| 54164 |
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
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| 54165 |
eda-mcp
Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
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| 54166 |
YOLO-FFMPEG-MCP
Claim
An AI-powered MCP server for intelligent video processing, enabling automated a…
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| 54167 |
mcp-canon
Claim
Universal MCP knowledge server for LLM agents, powered by local RAG, providing …
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| 54168 |
resale-agent-skill-hub
Claim
AI-powered multi-platform C2C resale toolkit — 8 Claude Code skills + MCP serve…
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| 54169 |
MCP Demo SQLite Weather
Claim
Enables querying a local SQLite database and fetching live weather data through…
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| 54170 |
claude-config-mcp
Claim
Manages Claude Code configuration and provides cross-session intelligent memory…
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| 54171 |
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
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| 54172 |
Enables AI assistants and applications to interact with Airtable bases through …
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| 54173 |
Salesforce Copilot MCP
Claim
Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, su…
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| 54174 |
GranolaAI MCP Server
Claim
Bridges Granola.ai meeting intelligence with Claude Desktop, enabling natural l…
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| 54175 |
CT2 MCP Server
Claim
Centralizes multi-agent team workflows, providing Kanban, audit timeline, score…
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| 54176 |
synauth-mcp
Claim
Biometric authorization for AI agent actions via Face ID on iPhone, enabling se…
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| 54177 |
bitbucket-mcp
Claim
A comprehensive MCP server for Bitbucket integration, providing 27 tools to man…
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| 54178 |
Checks domain name availability using the WhoisJSON API, returning registration…
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| 54179 |
Weather MCP Server
Claim
An MCP server that provides weather alerts and forecasts for US locations using…
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| 54180 |
swiss-courts-mcp
Claim
MCP server for searching Swiss court decisions from federal and cantonal courts…
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| 54181 |
FoundryVTT MCP Server
Claim
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
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| 54182 |
env-mcp
Claim
Secure environment variable and configuration management MCP server with Claude…
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| 54183 |
Law.AI — Lawyer Search
Claim
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
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| 54184 |
Transforms Elasticsearch into an AI-powered observability engine for analyzing …
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| 54185 |
dcp
Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
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| 54186 |
Book Store MCP
Claim
Enables users to search and explore a bookstore catalog including books, author…
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| 54187 |
wiki-mcp
Claim
Retrieval-augmented MCP server for company project documents (Markdown, Word, E…
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| 54188 |
PDF to PNG Converter MCP
Claim
Enables Claude Code to convert PDF files to high-quality PNG images, download a…
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| 54189 |
MCP Skills Manager
Claim
A server that serves reusable markdown skills (instructions, playbooks, referen…
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| 54190 |
Jazz MCP Server
Claim
Enables AI assistants to create, read, update, and delete data in local-first a…
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| 54191 |
A read-only MCP server that exposes articles and photos from Local News Matters…
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| 54192 |
Cloakbox
Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
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| 54193 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 54194 |
semantic-scholar-mcp
Claim
Enables searching academic papers on Semantic Scholar and downloading their PDF…
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| 54195 |
yapi-mcp-server
Claim
An MCP server that enables fetching YApi interface details via a tool, allowing…
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| 54196 |
web-tools-mcp-server
Claim
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
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| 54197 |
GameDrop MCP Server
Claim
Enables AI agents to search, compare prices, and get details on discounted and …
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| 54198 |
Switchboard
Claim
A dashboard and MCP server for managing local development servers, enabling Cla…
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| 54199 |
lsl-mcp
Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
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| 54200 |
medterms-mcp
Claim
Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents
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