MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27001 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
C 65 3⁄4 | ||||||||
| 27002 |
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
|
C 65 3⁄4 | ||||||||
| 27003 |
Metabase
Claim
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI c…
|
C 65 3⁄4 | ||||||||
| 27004 |
Provides semantic search and access to Contraption Company blog posts and essay…
|
C 65 3⁄4 | ||||||||
| 27005 |
An MCP server that enables LLM clients to manage tasks, timers, and notes in Rh…
|
C 65 3⁄4 | ||||||||
| 27006 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 27007 |
Provides AI agents with access to Moroccan Court of Cassation decisions through…
|
C 65 3⁄4 | ||||||||
| 27008 |
Provides access to over 80 tools for managing OMICall and OMICRM APIs, includin…
|
C 65 3⁄4 | ||||||||
| 27009 |
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
|
C 65 3⁄4 | ||||||||
| 27010 |
Paid MCP server that evaluates typography accessibility beyond what axe and Lig…
|
C 65 3⁄4 | ||||||||
| 27011 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
C 65 3⁄4 | ||||||||
| 27012 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 27013 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
|
C 65 3⁄4 | ||||||||
| 27014 |
The project brain for AI coding agents — memory, decisions, sprints, knowledge …
|
C 65 3⁄4 | ||||||||
| 27015 |
Roboflow MCP Server
Claim
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
C 65 3⁄4 | ||||||||
| 27016 |
mcp-github
Claim
Read-only GitHub MCP server that lets assistants search and read repositories, …
|
C 64 3⁄4 | ||||||||
| 27017 |
Xen Orchestra MCP Server
Claim
Enables management of Xen Orchestra (XOA) via its REST API, including listing V…
|
C 64 3⁄4 | ||||||||
| 27018 |
Connects to a Gym Tracker Supabase database to provide LLMs with access to pers…
|
C 64 3⁄4 | ||||||||
| 27019 |
HTTP MCP server for RiotPlan that exposes plan operations (create, shape, build…
|
C 64 3⁄4 | ||||||||
| 27020 |
Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER…
|
C 64 3⁄4 | ||||||||
| 27021 |
모두 파싱해버리겠다 — HWP3·HWP·HWPX·HWPML·PDF·XLS·XLSX·DOCX → Markdown. 신구대조·양식 자동 채우기·M…
|
C 64 3⁄4 | ||||||||
| 27022 |
An MCP server that gives AI agents direct access to Polymarket Crypto predictio…
|
C 64 3⁄4 | ||||||||
| 27023 |
Enables AI assistants to fetch real-time news from Google News RSS feeds with s…
|
C 64 3⁄4 | ||||||||
| 27024 |
MCP server exposing Tradier brokerage tools to Claude, enabling account balance…
|
C 64 3⁄4 | ||||||||
| 27025 |
An MCP server that turns Claude into a hands-on video editor for short-form vid…
|
C 64 3⁄4 | ||||||||
| 27026 |
A Model Context Protocol server that enables interaction with the Ryft API to m…
|
C 64 3⁄4 | ||||||||
| 27027 |
Enables AI agents to generate images from HTML/CSS, capture URL screenshots, an…
|
C 64 3⁄4 | ||||||||
| 27028 |
A Python-based MCP server for interactive PostgreSQL data exploration, schema d…
|
C 64 3⁄4 | ||||||||
| 27029 |
Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MA…
|
C 64 3⁄4 | ||||||||
| 27030 |
Enables searching and retrieving South Korean intellectual property data via th…
|
C 64 3⁄4 | ||||||||
| 27031 |
MCP server for RescueTime productivity data
|
C 64 3⁄4 | ||||||||
| 27032 |
A comprehensive cryptocurrency market-data MCP server with 49 tools across six …
|
C 64 3⁄4 | ||||||||
| 27033 |
An MCP server that exposes the QMetry Test Management for Jira Cloud REST API a…
|
C 64 3⁄4 | ||||||||
| 27034 |
Gate news MCP for crypto news, structured events, announcements, and social sen…
|
C 64 3⁄5 | ||||||||
| 27035 |
Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgs…
|
C 64 3⁄4 | ||||||||
| 27036 |
drwhome
Claim
Remote MCP server with 21 tools: 10 Domain Dossier checks (DNS, MX, SPF, DMARC,…
|
C 64 3⁄4 | ||||||||
| 27037 |
An MCP server for generating and editing images using OpenAI's GPT Image and DA…
|
C 64 3⁄4 | ||||||||
| 27038 |
MCP server for Polymarket prediction markets, enabling search, market details, …
|
C 64 3⁄4 | ||||||||
| 27039 |
An MCP server that indexes plain-text podcast transcripts stored in Dropbox and…
|
C 64 3⁄4 | ||||||||
| 27040 |
YNAB MCP Starter
Claim
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
|
C 64 3⁄4 | ||||||||
| 27041 |
toolmesh
Claim
Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Auth…
|
C 64 4⁄5 | ||||||||
| 27042 |
AgentOS provides a suite of essential services for AI agents including persiste…
|
C 64 3⁄4 | ||||||||
| 27043 |
Provides AI agents with access to real-time and historical SPX 0DTE options mar…
|
C 64 3⁄4 | ||||||||
| 27044 |
An MCP server that gives Claude Code full programmatic control over Manus.im th…
|
C 64 3⁄4 | ||||||||
| 27045 |
MCP server for Vapi.ai that enables AI coding assistants to manage voice assist…
|
C 64 3⁄4 | ||||||||
| 27046 |
MCP server providing AI agents with access to German government open data. 12 t…
|
C 64 3⁄4 | ||||||||
| 27047 |
MCP server that gives Claude access to Dutch mobility data via Studio Bereikbaa…
|
C 64 3⁄4 | ||||||||
| 27048 |
Free DEX aggregator API that returns executable swap calldata across 46 EVM cha…
|
C 64 3⁄4 | ||||||||
| 27049 |
A Model Context Protocol server that provides email access via IMAP and SMTP, e…
|
C 64 3⁄4 | ||||||||
| 27050 |
sqlite-readonly-mcp
Claim
A read-only SQLite MCP server for remote Linux deployment that provides secure …
|
C 64 3⁄4 | ||||||||