MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38651 |
AssemblyLine MCP
Claim
Enables AI clients to submit files, hashes, and URLs for malware analysis, retr…
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| 38652 |
NiftyPM MCP Server
Claim
A Model Context Protocol server that exposes the NiftyPM project management API…
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| 38653 |
Deploys an open-source integration layer for AI agents (Executor) to Cloudflare…
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| 38654 |
Wolfram Language MCP
Claim
Enables mathematical computation via Wolfram Language/Mathematica integration, …
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| 38655 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 38656 |
Finance MCP Server
Claim
Enables fetching real-time financial market data, including price, key metrics,…
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| 38657 |
onenote-mcp-server
Claim
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
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| 38658 |
fred-mcp
Claim
Enables users to search, retrieve, and explore economic data series from the Fe…
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| 38659 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 38660 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
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| 38661 |
Translates Korean KakaoTalk messages to natural Japanese with pronunciation and…
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| 38662 |
Offline-first MCP server for web search and content fetching. It requires no ex…
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| 38663 |
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
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| 38664 |
backburner
Claim
Run long shell commands as background tasks: start them, keep working, collect …
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| 38665 |
gamma-app-mcp
Claim
Enables generating presentations, documents, webpages, and social posts via Gam…
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| 38666 |
up-law-mcp
Claim
A template for building legal MCP servers that enforces source citation to redu…
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| 38667 |
loki
Claim
Loki lets an AI agent run an entire website at runtime — content schema, conten…
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| 38668 |
Cybersecurity MCP Server
Claim
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
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| 38669 |
MCP PDF Extract
Claim
A Model Context Protocol server that enables listing and reading PDF documents …
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| 38670 |
Hashgrid DNA (local)
Claim
Search that learns from feedback, over text and images: embeds locally, sends D…
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| 38671 |
Devin MCP Server
Claim
Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with…
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| 38672 |
testproject
Claim
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| 38673 |
provenance
Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
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| 38674 |
UserFlow MCP
Claim
Simulates real users navigating your app and delivers qualitative UX feedback, …
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| 38675 |
Variflight MCP Proxy
Claim
A proxy middleware for the Variflight MCP server with token rotation, intellige…
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| 38676 |
docs-mcp
Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
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| 38677 |
powerbi-ai-mcp
Claim
Enables controlling Power BI with AI through natural language commands for crea…
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| 38678 |
sentry-mcp-server
Claim
MCP server for Sentry — error tracking, issues, releases, events, and projects …
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| 38679 |
mcp-server-eia
Claim
Provides AI agents with structured access to the U.S. EIA Open Data API for ene…
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| 38680 |
clearlist
Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
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| 38681 |
Basecamp 2 MCP Server
Claim
An MCP server that wraps the Basecamp 2 REST API, enabling Claude to create and…
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| 38682 |
OpenAlex MCP Server
Claim
Enables searching and retrieving scholarly works, authors, institutions, and ci…
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| 38683 |
irail-mcp
Claim
Provides Belgian railway travel information via the iRail API, including statio…
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| 38684 |
Reflect MCP Server
Claim
An unofficial MCP server that enables adding content to daily notes, creating n…
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| 38685 |
Laguarde
Claim
Self-hostable policy control plane for AI coding agents.
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| 38686 |
Code Assistant
Claim
Gemini-powered MCP server for code analysis.
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| 38687 |
avengers-squad
Claim
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| 38688 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
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| 38689 |
ViaCEP Brasil MCP Server
Claim
Enables AI tools to query Brazilian addresses by CEP or search CEPs by address …
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| 38690 |
TokenSaver
Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
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| 38691 |
openai-ads-mcp
Claim
An MCP server for the OpenAI Ads (ChatGPT Ads) Advertiser API, providing tools …
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| 38692 |
Keystone MCP Server
Claim
Enables construction professionals to query project documents with conflict-awa…
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| 38693 |
Wiv
Claim
Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.
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| 38694 |
mcptools
Claim
An MCP server providing built-in system info and nmap network scanning tools, w…
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| 38695 |
eight-mcp-community
Claim
Provides tools to search for people using registered business cards and the pub…
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| 38696 |
polyhaven-mcp
Claim
Enables AI assistants to search and retrieve metadata and download links for CC…
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| 38697 |
Motion MCP Server
Claim
An open-source MCP server enabling AI assistants to interact with the Motion AP…
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| 38698 |
MCP Server
Claim
Enables natural-language querying of structured data via Model Context Protocol…
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| 38699 |
discord-mcp
Claim
Comprehensive Discord server management through MCP, enabling channel, role, pe…
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| 38700 |
Fast-Whisper-MCP-Server
Claim
A high-performance speech recognition MCP server based on Faster Whisper, provi…
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