MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37651 |
mcp-boards-nk
Claim
MCP server for Mattermost Boards (Focalboard) that enables natural language man…
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| 37652 |
Provides AI agents with real-time access to Polish official data: VAT whitelist…
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| 37653 |
stackexchange-mcp-server
Claim
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQ…
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| 37654 |
flickr-mcp
Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
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| 37655 |
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
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| 37656 |
MeiGen-AI-Design-MCP
Claim
A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…
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| 37657 |
code-context
Claim
Enables AI coding assistants to automatically scan, store, and query API endpoi…
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| 37658 |
artemis-mcp-server
Claim
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
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| 37659 |
huntress-mcp
Claim
An MCP server for Huntress managed security platform, enabling management of ag…
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| 37660 |
waitbus
Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
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| 37661 |
anthropic_skill
Claim
A robust, lightweight Model Context Protocol (MCP) server designed to empower y…
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| 37662 |
tibet-pol-mcp
Claim
MCP server for running infrastructure health checks with TIBET provenance. It e…
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| 37663 |
cic-mcp-gateway
Claim
Compiles and routes context from trust-domain sources (session, workdir, knowle…
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| 37664 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 37665 |
reachpad-mcp
Claim
Enables agents to share and hand off documents with stable URLs, comment, and g…
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| 37666 |
Provides Bitcoin and Stacks wallet operations including sending, receiving, bal…
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| 37667 |
hypokrates
Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
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| 37668 |
ragalgo-v3
Claim
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| 37669 |
Yantrix MCP
Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
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| 37670 |
Secure Schema MCP
Claim
Read-only MCP server for exposing database schema metadata without row data.
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| 37671 |
onion-search-mcp
Claim
Enables searching and exploring the dark web (.onion) via a gMCP-compatible ser…
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| 37672 |
z_ai_image_gen_mcp
Claim
MCP server for generating images and videos using Z.AI models (GLM-Image, CogVi…
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| 37673 |
Enables semantic code search across multi-language codebases using natural lang…
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| 37674 |
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
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| 37675 |
git-finder-mcp
Claim
Enables natural language code search across multiple local Git repositories, al…
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| 37676 |
SurveyHub-MCP
Claim
Aggregates multiple cyberspace search engines (FOFA, Quake, Hunter, ZoomEye) in…
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| 37677 |
Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropa…
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| 37678 |
deep-research-mcp-server
Claim
Web search, clean page reading & one-call research dossiers for AI agents. No A…
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| 37679 |
fastmcp-gateway
Claim
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
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| 37680 |
Search and retrieve US federal court cases, dockets, claims, and documents via …
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| 37681 |
czxs5
Claim
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| 37682 |
origo-bc-mcp-server
Claim
Connects AI clients like VS Code Copilot and Claude Desktop to Microsoft Dynami…
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| 37683 |
anchor-x402-mcp
Claim
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
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| 37684 |
dependency-migration-mcp
Claim
Through-the-upgrade dependency-migration briefs for LLM coding agents.
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| 37685 |
brave-image-mcp
Claim
An MCP server that provides image search capabilities via the Brave Image Searc…
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| 37686 |
superscalar-mcp
Claim
Enables interaction with SuperScalar Bitcoin Lightning channel factories, provi…
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| 37687 |
superpowers-mcp
Claim
An MCP server that makes superpowers skills available to any LLM that supports …
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| 37688 |
trivago's mcp server to find your ideal hotel and compare prices from multiple …
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| 37689 |
testyb3
Claim
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| 37690 |
filingrail-mcp
Claim
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
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| 37691 |
jiandaoyun-mcp
Claim
MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for a…
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| 37692 |
agentgauge
Claim
Scan any website's AI readiness: AI search visibility and AI agent usability. F…
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| 37693 |
Ebird
Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
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| 37694 |
thinking-toolkit
Claim
## Thinking Toolkit
*Twelve structured techniques for diagnosing and resolving…
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| 37695 |
plaid-mcp
Claim
A local MCP server that provides read-only SQL access to financial accounts via…
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| 37696 |
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
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| 37697 |
aws-mcp-lambda-server
Claim
An MCP server that runs on AWS Lambda, enabling MCP clients like Claude Desktop…
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| 37698 |
ffmpeg-mcp-server
Claim
Enables video processing operations (speed adjustment, keyframe optimization, c…
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| 37699 |
Weather MCP
Claim
A weather service MCP server that provides current weather data, resource endpo…
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| 37700 |
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
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