MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60351 |
Weather MCP Server
Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
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| 60352 |
LM Studio MCP Server
Claim
Enables AI assistants to manage LM Studio models, including listing, loading, a…
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| 60353 |
getterdone-mcp-server
Claim
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
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| 60354 |
Windows TTS MCP Server
Claim
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
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| 60355 |
An MCP server that enables AI assistants to generate and edit professional web …
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| 60356 |
ArgoCD MCP Server
Claim
Safety-first GitOps operations for ArgoCD via the Model Context Protocol. Enabl…
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| 60357 |
@codesift/mcp
Claim
MCP server for local-first lexical code search, providing tools for searching c…
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| 60358 |
A local, read-only MCP server that analyzes Python backend projects by providin…
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| 60359 |
Hospital Data MCP Server
Claim
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
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| 60360 |
NIST MCP Server
Claim
Provides comprehensive access to NIST cybersecurity frameworks and controls, en…
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| 60361 |
EIS ECM DRT MCP
Claim
MCP server for batch EIS analysis, enabling ECM fitting and DRT computation fro…
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| 60362 |
nano-gpt-mcp
Claim
Provides access to 700+ AI models for text, image, video, and audio generation …
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| 60363 |
Enables sending WhatsApp, SMS, and Email messages via the Convertway API, with …
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| 60364 |
mcp-knowledge-base
Claim
A personal knowledge base MCP server that allows AI assistants to manage notes,…
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| 60365 |
Git MCP Server
Claim
Enables local git operations including commit, branch, push, pull, status, and …
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| 60366 |
Reachy Mini MCP
Claim
Controls Reachy Mini robot, enabling movement of head, body, and antennas, play…
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| 60367 |
tracecat-mcp-community
Claim
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
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| 60368 |
Predicts the likelihood of school closures due to snowfall and severe winter we…
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| 60369 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
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| 60370 |
SergeyKrin9/mcp-servers
Claim
Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…
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| 60371 |
forsale-mcp
Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
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| 60372 |
SlimAtlas AI
Claim
An MCP server for lightweight browser automation using Lightpanda with Chrome f…
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| 60373 |
koios-mcp
Claim
An MCP server that provides LLMs with access to 95 tools covering the Koios Car…
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| 60374 |
Settled
Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
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| 60375 |
Investors MCP Server
Claim
Enables semantic search and ingestion of investor content using Upstash Vector …
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| 60376 |
aigroup-paper-mcp
Claim
Academic paper search and retrieval MCP server integrating multiple scholarly p…
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| 60377 |
ssh-mcp-server
Claim
Enables SSH command execution, file uploads/downloads, and multi-server managem…
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| 60378 |
cloakbrowser-mcp
Claim
Wraps CloakBrowser, a stealth Chromium, as an MCP server for web retrieval with…
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| 60379 |
speedrun-mcp
Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
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| 60380 |
EasyAR MCP Server
Claim
Enables AI coding tools like Codex and Claude to assist with EasyAR Unity workf…
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| 60381 |
OpenRAG MCP Server
Claim
An open-source MCP server for RAG over personal documents. Supports three paral…
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| 60382 |
Seekstone
Claim
The fastest Obsidian MCP server for Claude.
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| 60383 |
bmlt-mcp-server
Claim
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
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| 60384 |
PGSandbox MCP
Claim
PGSandbox MCP is a local Rust MCP server for disposable Postgres databases. It …
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| 60385 |
AI Test Pilot
Claim
An MCP server that generates, runs, and triages tests by introspecting Python m…
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| 60386 |
Read-only MCP server that gives AI clients access to Google Search Console data…
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| 60387 |
Evolution API MCP Server
Claim
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
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| 60388 |
DuckDuckGo MCP Agent
Claim
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
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| 60389 |
dough-mcp
Claim
A read-only MCP server for the Dough personal finance app, enabling assistants …
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| 60390 |
cds-kb-mcp
Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
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| 60391 |
Smart MCP Server
Claim
Enables natural language querying of any SQL database by converting plain Engli…
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| 60392 |
ASTRA MCP Server
Claim
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousn…
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| 60393 |
AADDYY MCP Server
Claim
Enables AI agents to use over 100 AI tools for tasks like content generation, i…
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| 60394 |
note-taker-mcp
Claim
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| 60395 |
A remote MCP server template for Cloudflare Workers that enables deploying cust…
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| 60396 |
PaperCortex
Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
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| 60397 |
health-feeds
Claim
Enables searching and reading curated health and medicine RSS/Atom feeds, with …
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| 60398 |
Zoho Mail MCP
Claim
Enables AI assistants to read, search, send, and reply to Zoho Mail via IMAP/SM…
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| 60399 |
Enables interaction with La Growth Machine (LGM) workspace via MCP, providing 2…
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| 60400 |
agent-cms
Claim
Agent-first headless CMS running as a Cloudflare Worker, providing MCP servers …
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