MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 4 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62001 |
Robonine MCP Server
Claim
A local MCP server that connects Claude Code or any MCP-compatible AI assistant…
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| 62002 |
dbmcp
Claim
Enables querying PostgreSQL databases via MCP, with multi-database routing, cre…
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| 62003 |
Modular RAG MCP Server
Claim
Converts unstructured documents into a searchable knowledge base and exposes re…
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| 62004 |
mechanical-turk
Claim
An MCP server that inverts AI-human interaction: AI agents can ask humans quest…
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| 62005 |
USDD Analytics MCP
Claim
Provides 14 read-only tools to query USDD stablecoin protocol data across TRON,…
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| 62006 |
Query Swedish financial regulation data — regulations, decisions, and requireme…
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| 62007 |
mcp-salesforce
Claim
Connects to Salesforce and enables running SOQL queries, SOSL searches, managin…
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| 62008 |
Doubao MCP AI Server
Claim
Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video…
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| 62009 |
mcp-plex
Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
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| 62010 |
Playwright MCP
Claim
Enables browser automation through Playwright using accessibility tree snapshot…
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| 62011 |
arxiv-personalized
Claim
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
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| 62012 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 62013 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 62014 |
visual-hunt-mcp
Claim
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
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| 62015 |
MCP Server SearXNG
Claim
MCP server for SearXNG meta search engine with enhanced error handling and para…
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| 62016 |
parchmark-mcp
Claim
MCP server for managing ParchMark notes via Claude Code/Desktop. Provides tools…
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| 62017 |
Daz Pilot
Claim
MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio …
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| 62018 |
Chirindo
Claim
A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts…
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| 62019 |
CodeGraph Multi-Repo MCP
Claim
Exposes CodeGraph capabilities for multiple local repositories to MCP-compatibl…
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| 62020 |
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
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| 62021 |
paperclip-mcp
Claim
MCP server that exposes the Paperclip control plane API as tools for Claude Cod…
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| 62022 |
ASF Policy MCP
Claim
MCP server for answering questions about Apache Software Foundation policies, o…
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| 62023 |
beks
Claim
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| 62024 |
Multi-MySQL MCP Server
Claim
Enables AI coding assistants to query and manage multiple MySQL and MariaDB dat…
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| 62025 |
yellow-pages
Claim
Exposes two MCP tools (discover and execute) that enable agents to query an Ope…
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| 62026 |
claude-nb-mcp
Claim
Integrates nb command-line note-taking with Claude Code, enabling adding, listi…
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| 62027 |
mockserver
Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
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| 62028 |
Cursor MCP Server
Claim
Turns Claude Desktop into a Cursor-like assistant for code browsing, editing, s…
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| 62029 |
zabbix-mcp
Claim
MCP server to access the Zabbix API, providing tools to list hosts, problems, t…
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| 62030 |
Fantopy MCP Server
Claim
Enables AI agents to connect to Fantopy Arena, browse and enter fantasy footbal…
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| 62031 |
Remote MCP Server for industrial vacuum cleaner configuration. Query 150+ produ…
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| 62032 |
bring-hermes
Claim
MCP server that exposes the Bring! shopping list API as tools, enabling an AI a…
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| 62033 |
lso-mcp
Claim
38 AI data tools for Claude and any MCP-compatible agent — crypto, DeFi, equiti…
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| 62034 |
FitTrack MCP Server
Claim
Enables AI assistants to answer questions about and log a user's FitTrack fitne…
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| 62035 |
mcp-openapi-demo
Claim
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
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| 62036 |
PythonMCP-UEFN
Claim
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
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| 62037 |
claude-channel-weixin
Claim
Enables Claude Code to receive and reply to WeChat messages via the WeChat iLin…
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| 62038 |
cti-mcp-server
Claim
Provides threat intelligence tools like IoC lookups, event backtracking, and IP…
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| 62039 |
grocers-design-mcp
Claim
Exposes the Grocers Design System as queryable tools for coding agents, includi…
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| 62040 |
mcpserve-py
Claim
Exposes SQLite database query tools and markdown document resources over JSON-R…
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| 62041 |
openai-image-mcp
Claim
MCP server that exposes multiple image generation backends (Sensenova, ModelSco…
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| 62042 |
Demo MCP Server
Claim
A learning-purpose MCP server providing tools for arithmetic calculation, curre…
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| 62043 |
mcp-semver
Claim
Provides semantic versioning tools to parse, compare, and check range satisfact…
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| 62044 |
telnyx-mcp-aws
Claim
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| 62045 |
AutoManus MCP Server
Claim
Enables creating and deploying AI sales agents to WhatsApp and Webchat from AI …
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| 62046 |
Joint Chiefs
Claim
Multi-model AI code review with structured debate. OpenAI, Gemini, Grok, and Cl…
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| 62047 |
MyFitnessPal MCP Server
Claim
Enables AI assistants to interact with MyFitnessPal data including food diary, …
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| 62048 |
MCP Server Suite
Claim
This suite provides five production-ready MCP servers for restaurant orders, we…
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| 62049 |
mcp-server-cocalc-exec
Claim
MCP server for executing Python code on CoCalc cloud projects. It enables any M…
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| 62050 |
mcp-music-forge
Claim
MCP server for downloading and processing audio from SoundCloud and other sourc…
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