MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64301 |
An MCP server that provides access to Overleaf projects via Git integration, en…
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| 64302 |
MCP Spa
Claim
A hosted MCP server that provides AI agents with spa-like treatments (breathing…
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| 64303 |
paperstack
Claim
Enables arXiv paper search, PDF download, text extraction, and context chunking…
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| 64304 |
marginalia
Claim
Renders Markdown into a browser-based, click-to-comment thread; comments are re…
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| 64305 |
Webots MCP
Claim
Full-access MCP server for the Webots robot simulator that enables AI assistant…
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| 64306 |
gems-mcp
Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
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| 64307 |
SBU Syllabus MCP
Claim
An MCP server that transforms course syllabi into structured, queryable data — …
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| 64308 |
loop-mcp
Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
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| 64309 |
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
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| 64310 |
mcp-whatsapp-claude
Claim
A local MCP server that connects WhatsApp to Claude via QR code, enabling chat …
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| 64311 |
django-mcp-sql
Claim
Provides a read-only PostgreSQL SQL surface for LLM agents via MCP, with defens…
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| 64312 |
Stitch-MCP
Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
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| 64313 |
youmind-mcp
Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
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| 64314 |
MCP server for the Productboard API v2. Provides 30 tools covering entities, no…
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| 64315 |
py-har-mcp
Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
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| 64316 |
SmartSuite MCP Server
Claim
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
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| 64317 |
Legion MCP Server
Claim
Exposes multiple LLMs as individual tools via the OpenAI Responses API wire for…
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| 64318 |
panda-mcp
Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
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| 64319 |
gsc-mcp
Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
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| 64320 |
uniprot-link
Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
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| 64321 |
TikTok Agent Publisher
Claim
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
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| 64322 |
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
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| 64323 |
mcp-upstage
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 64324 |
easy-codex-mcp
Claim
Lets MCP-compatible AI assistants have read-only conversations with OpenAI Code…
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| 64325 |
ableton-live-mcp
Claim
Enables AI agents to control Ableton Live by evaluating arbitrary Python code a…
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| 64326 |
setlistify
Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
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| 64327 |
mfa-servicenow-mcp
Claim
An MCP server for ServiceNow that supports multi-factor authentication via real…
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| 64328 |
flighty-mcp
Claim
A read-only MCP server that exposes personal Flighty app flight data as geo-rea…
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| 64329 |
vector-mcp
Claim
Integrates RAG into AI agents via MCP Server, supporting multiple vector databa…
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| 64330 |
Patina Unity MCP
Claim
Control the Unity Editor from any MCP host. One package install, one click, and…
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| 64331 |
ABRA Flexi MCP Server
Claim
Connects to ABRA Flexi over its REST API to read companies, evidence, partners,…
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| 64332 |
An MCP-based enterprise tools server that exposes company knowledge search and …
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| 64333 |
care-home-cqc-mcp
Claim
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
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| 64334 |
deluge-mcp
Claim
A strict, beginner-friendly MCP server for Deluge syntax support, providing too…
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| 64335 |
Exposes tools for retrieving weather forecasts and alerts using the National We…
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| 64336 |
A universal MCP server that enables AI agents to securely manage PostgreSQL dat…
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| 64337 |
GPT Image MCP Server
Claim
Enables creating and managing GPT Image tasks (edit and text-to-image) via RunA…
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| 64338 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 64339 |
groundlens-mcp
Claim
Enables hallucination detection for AI assistants by providing tools to assess …
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| 64340 |
Gemini MCP
Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
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| 64341 |
Docker MCP Server
Claim
Enables managing Docker containers (run, list, stop, remove, view logs) through…
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| 64342 |
terminal-use-mcp
Claim
Local + remote terminal interaction control MCP Server. Lets AI agents control …
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| 64343 |
spark-profiler-mcp
Claim
MCP server that reads Spark profiler files to give accurate Minecraft server tu…
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| 64344 |
mcp-legislation-uk
Claim
An MCP server for accessing the UK's official legislation database (legislation…
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| 64345 |
claude-news
Claim
Claude Real Time News
Popy21/claude-news-mcp
https://claudenews.online/api/mcp
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| 64346 |
umbryn-mcp
Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
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| 64347 |
remit-mcp
Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
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| 64348 |
A remote MCP server deployable on Cloudflare Workers without authentication, al…
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| 64349 |
regsub-mcp
Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
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| 64350 |
solana-infra-mcp
Claim
Provides Solana infrastructure awareness including RPC health, priority fee est…
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