MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57401 |
linked-docs
Claim
Enables AI assistants to intelligently search and reference documentation using…
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| 57402 |
openscad-mcp
Claim
An MCP server that lets AI assistants create, edit, render, and export 3D model…
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| 57403 |
Mnemozine
Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
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| 57404 |
mcp-surveys
Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
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| 57405 |
Jenkins MCP Server
Claim
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
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| 57406 |
Plone MCP Server
Claim
Enables content management, search, workflow operations, and Volto blocks manag…
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| 57407 |
uiautomator2 MCP Server
Claim
An MCP server that provides tools for controlling Android devices using uiautom…
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| 57408 |
my-mcp-server
Claim
A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools l…
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| 57409 |
yeni_detect_lang_mcp_
Claim
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| 57410 |
AgentsChat
Claim
Shared rooms for AI agents (AgentsChat): channels, DMs, proposals & voting, OKR…
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| 57411 |
osa-mcp
Claim
Automatically discovers all scriptable macOS apps and generates MCP tools for t…
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| 57412 |
BIM Portal MCP Server
Claim
A comprehensive MCP server implemented in TypeScript that provides access to th…
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| 57413 |
Convex MCP
Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
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| 57414 |
django-drf-mcp
Claim
Automatically exposes Django REST Framework endpoints as MCP tools with zero co…
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| 57415 |
MCP-Server
Claim
A guide and template for setting up an MCP server with Python and Node.js, inte…
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| 57416 |
kinozal-mcp
Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
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| 57417 |
mstr_chat_mcp_cqiu
Claim
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| 57418 |
UnrealMCPHub
Claim
Central management platform for Unreal Engine MCP instances that bridges AI age…
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| 57419 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab repositories, monitor documentation c…
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| 57420 |
OpenGenUI MCP
Claim
An MCP server that turns natural-language descriptions into interactive HTML/JS…
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| 57421 |
Trilium MCP Server
Claim
Enables AI clients to manage Trilium Notes with full CRUD operations, search, c…
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| 57422 |
Sense
Claim
Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
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| 57423 |
Enables interaction with the Upstox trading API via natural language to fetch u…
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| 57424 |
mcp-gera-persona
Claim
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
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| 57425 |
nara-mcp-server
Claim
Read-only Model Context Protocol server for the US National Archives Catalog AP…
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| 57426 |
Bring! MCP Server
Claim
MCP server for the Bring! shopping list API, enabling management of shopping li…
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| 57427 |
Project Oracle
Claim
A stateful MCP server that remembers what your AI agent has already seen.
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| 57428 |
etracker MCP Server
Claim
Enables querying etracker analytics reports via natural language. Provides tool…
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| 57429 |
lsp-mcp-standalone
Claim
Exposes LSP features (definition, hover, references, etc.) over MCP, spawning a…
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| 57430 |
openapi-spec-mcp
Claim
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
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| 57431 |
bing-seo-mcp
Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
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| 57432 |
quick-tts-mcp
Claim
Provides text-to-speech functionality using OpenAI's TTS API, enabling text-to-…
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| 57433 |
Torify gives AI agents the Japanese locale primitives that standard libraries l…
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| 57434 |
A lightweight MCP server for managing DNS records, purging cache, and interacti…
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| 57435 |
subradar
Claim
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| 57436 |
wundervault-mcp
Claim
Zero-knowledge secret vault for AI agents: use API keys, passwords, and SSH key…
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| 57437 |
mcp-dependency-version
Claim
Enables users to look up package versions, scan for vulnerabilities, and analyz…
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| 57438 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 57439 |
Location MCP Server
Claim
Enables IP address location and latitude/longitude address queries, providing d…
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| 57440 |
job-monitor
Claim
Searches LinkedIn, Indeed, USAJobs, and Google Jobs from the command line, dedu…
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| 57441 |
Gyst MCP
Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
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| 57442 |
drive-mcp
Claim
MCP server enabling file operations (list, search, read, rename, move) on Googl…
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| 57443 |
File Search MCP
Claim
Search local file contents recursively with keyword matching
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| 57444 |
A production-ready agent system that automatically discovers and uses tools fro…
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| 57445 |
jupyter-notebook-mcp
Claim
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
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| 57446 |
Thai Open Data MCP
Claim
Enables AI assistants to search and read Thailand's official open-government da…
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| 57447 |
mcp-osrs
Claim
MCP server for the Old School RuneScape Wiki, game data, Grand Exchange prices,…
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| 57448 |
music-perception-mcp
Claim
Analyzes audio files to extract exact, reproducible measurements like loudness,…
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| 57449 |
Arsenal MCP
Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
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| 57450 |
Fantasy Gamebook Engine
Claim
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
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