MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39651 |
logicstamp-mcp
Claim
MCP server that provides AI assistants with structured access to codebases via …
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| 39652 |
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
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| 39653 |
OPC Memory MCP Server
Claim
MCP server that exposes OPC memory scripts as tools for Claude Code and Claude …
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| 39654 |
Vala-Fi MCP Server
Claim
A Bloomberg Terminal you can talk to. Query company relationships — suppliers, …
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| 39655 |
mcp-video-reader
Claim
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
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| 39656 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
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| 39657 |
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
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| 39658 |
doomscroll-mcp
Claim
Enables AI agents to browse Instagram Reels by automating login, scrolling, and…
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| 39659 |
Courier
Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
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| 39660 |
claude-bridge
Claim
Enables remote-controlled shell/GUI access to your machine from Claude via MCP,…
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| 39661 |
Hive Credit Broker
Claim
Broker-only credit/lending discovery shim for AI agents
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| 39662 |
berlin-search-service
Claim
Search Berlin administrative services by name or topic. Get detailed requiremen…
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| 39663 |
GEOMETRY
Claim
Deterministic calendars and cosmic date JSON for AI agents via MCP (Gregorian 1…
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| 39664 |
data-cambridge
Claim
DataCambridge MCP — Cambridge open data (data.cambridgema.gov, Socrata SODA API…
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| 39665 |
Tasks.md MCP Server
Claim
Enables AI-native task management using plain markdown files to create, update,…
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| 39666 |
A universal Model Context Protocol server in Java, enabling interaction with mu…
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| 39667 |
eurorack
Claim
Citation-anchored Eurorack module reference: specs, compatibility, and patch te…
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| 39668 |
arxiv-personalized
Claim
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
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| 39669 | — | |||||||||
| 39670 |
inkmotion
Claim
Turn a topic, URL, or document into a narrated, animated explainer video.
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| 39671 |
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
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| 39672 |
xiangguangyu-mcp-skills
Claim
252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 cal…
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| 39673 |
Check a counterparty's verifiable Credda trust record; verify or present signed…
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| 39674 |
mcp-doaj
Claim
Enables searching and retrieving open-access journals and articles from the Dir…
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| 39675 |
SyncContext
Claim
MCP server that provides a shared semantic memory layer for AI coding agents, e…
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| 39676 |
Roblox 3D Generator MCP
Claim
Generates JSON for Roblox Studio 3D models from natural language prompts using …
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| 39677 |
NANO MCP Server
Claim
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
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| 39678 |
fetch
Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
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| 39679 |
gfhf
Claim
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| 39680 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 39681 |
RePythonNET-MCP
Claim
Enables static analysis and patching of .NET binaries through decompilation, IL…
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| 39682 |
Discogs
Claim
Discogs MCP — music release / artist / label database
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| 39683 |
trustsource
Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
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| 39684 |
wefact-mcp
Claim
Enables natural language interaction with the WeFact invoicing platform, allowi…
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| 39685 |
meticulous-mcp
Claim
MCP server for controlling Meticulous espresso machines via Claude and other AI…
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| 39686 |
Visual Annotation MCP
Claim
A Model Context Protocol server that lets an LLM open web pages, list interacti…
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| 39687 |
x402 MCP Proxy
Claim
A local MCP proxy that connects to remote MCP servers and automatically handles…
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| 39688 |
cloud-audit-mcp
Claim
Cloud security audit tools for AI agents that provide direct access to cloud AP…
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| 39689 |
lm
Claim
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| 39690 |
Acts as an anonymizing proxy between AI agents and databases, detecting PII and…
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| 39691 |
tool-smith
Claim
MCP server that routes natural language requests to structured tool calls using…
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| 39692 |
kicad-mcp
Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
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| 39693 |
Elucora Evidence API
Claim
Capture a web source, or seal a hash you hold, into a signed receipt anyone can…
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| 39694 |
ChurchSuite Bookings MCP
Claim
Enables querying ChurchSuite bookings, resources, ministries, and serving patte…
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| 39695 |
A local proxy that enables ChatGPT to access an Obsidian vault through the Obsi…
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| 39696 |
Provides comprehensive AI-agnostic access to all Firefly III personal finance f…
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| 39697 |
Enables analyzing AWS cloud costs through natural language queries, providing c…
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| 39698 |
ynab-mcp-server
Claim
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| 39699 |
OpenProject MCP Server
Claim
A comprehensive MCP server for integrating with OpenProject API, enabling AI as…
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| 39700 |
LinkedIn MCP Server
Claim
Enables direct access to LinkedIn through natural conversation, allowing users …
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