MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 4 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60501 |
fylings
Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
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| 60502 |
handoff-mcp-server
Claim
Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
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| 60503 |
MCP Todo List
Claim
MCP server that exposes a TODO list API to AI assistants, enabling natural lang…
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| 60504 |
@atef_andrus/mcp-ripgrep
Claim
An MCP server that wraps ripgrep to provide powerful text search, search-and-re…
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| 60505 |
Provides a standardized interface for interacting with Notion's tools and servi…
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| 60506 |
mcp-weather
Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
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| 60507 |
ARIA
Claim
Autonomously researches any topic: searches web, scrapes sources, extracts insi…
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| 60508 |
Tiv Taam MCP Server
Claim
Enables shopping at Tiv Taam grocery store through Claude, including recipe par…
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| 60509 |
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
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| 60510 |
mintqa-mcp
Claim
MCP server for Mint — AI-powered QA that runs your app in a real browser on eve…
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| 60511 |
Enables AI to save, organize, search, and synthesize research materials using a…
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| 60512 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 60513 |
music-assistant-mcp-plus
Claim
A comprehensive MCP server that enables AI assistants to control music playback…
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| 60514 |
drive-update-mcp
Claim
Enables updating existing Google Drive files in place via Claude, preserving fi…
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| 60515 |
llm-backlog
Claim
MCP server for managing a project backlog as Markdown files in Git, enabling AI…
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| 60516 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 60517 |
email-mcp
Claim
Enables Claude to read, search, draft, send, flag, and move email across multip…
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| 60518 |
spawnpoint
Claim
Deploy the small apps your agent builds: one tool call returns a live, private …
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| 60519 |
Pytheum MCP
Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
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| 60520 |
@loggydev/mcp-server
Claim
MCP server for Loggy that enables AI coding assistants to manage heartbeats, st…
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| 60521 |
Kuvera MCP
Claim
Connects AI assistants to Kuvera mutual fund portfolios, enabling real-time que…
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| 60522 |
document-converter-mcp
Claim
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
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| 60523 |
tlaplus-mcp
Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
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| 60524 |
Murmur
Claim
Encrypted agent-to-agent messaging for AI agents via NATS JetStream, enabling a…
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| 60525 |
FinData
Claim
MCP server providing professional financial data access for LLMs through provid…
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| 60526 |
Apple Health Chat MCP
Claim
Enables Claude to answer natural language questions about your Apple Health dat…
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| 60527 |
dochost
Claim
Publish Markdown or HTML to a clean, shareable public link straight from your A…
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| 60528 |
investor-lens-mcp
Claim
Provides educational US market analysis by combining exchange rates, stock snap…
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| 60529 |
Odoo MCP Gateway
Claim
Enables managing multiple Odoo instances from a single panel and exposes MCP to…
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| 60530 |
Anypoint MCP Server
Claim
An MCP server for MuleSoft Anypoint Platform that enables AI assistants to inte…
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| 60531 |
MCP-demo
Claim
MCP server that demonstrates PostgreSQL database interaction, providing a tool …
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| 60532 |
roomcomm-mcp
Claim
Ephemeral REST chatrooms where AI agents of different owners coordinate on a sh…
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| 60533 |
reflow-mcp
Claim
A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
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| 60534 |
MCP-Claude-FileMaker
Claim
Enables Claude to interact with FileMaker databases through the FileMaker Data …
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| 60535 |
Colab MCP
Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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| 60536 |
DocPulse
Claim
DocPulse enables users to distill large documentation into compact, LLM-ready s…
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| 60537 |
mcp-catalogue
Claim
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
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| 60538 |
design-review-mcp
Claim
Multi-model adversarial design review MCP server that distributes design docume…
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| 60539 |
sales
Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
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| 60540 |
Wiro MCP Server
Claim
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
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| 60541 |
yahoo-finance-mcp
Claim
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| 60542 |
omni-kit-mcp
Claim
Enables driving Omniverse Kit apps (Isaac Sim, Isaac Lab) over MCP, allowing ag…
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| 60543 |
intelthreadlinqs-mcp
Claim
Threadlinqs threat-intelligence MCP — 73 tools: threats, detections, IOCs, acto…
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| 60544 |
simple-greeting-mcp
Claim
A minimal MCP server that provides a single 'hello' tool returning a greeting m…
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| 60545 |
Yandex Metrika MCP
Claim
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
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| 60546 |
GhostMinutes MCP
Claim
Provides accurate meeting transcription with speaker diarization and multilingu…
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| 60547 |
hotelbooking-ai
Claim
Hotel Booking MCP Server (Global/AI Edition)
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| 60548 |
DialMCP
Claim
Let AI agents place real phone calls from your verified number, with transcript…
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| 60549 |
aegis
Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
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| 60550 |
Simple Memory MCP Server
Claim
A lightweight MCP server that provides persistent knowledge graph storage for A…
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