MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28901 |
Eterna MCP
Claim
No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated su…
|
C 65 3⁄4 | ||||||||
| 28902 |
vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them …
|
C 65 3⁄4 | ||||||||
| 28903 |
Deploys a minimal MCP-compatible Python tool server on Amazon EKS that establis…
|
C 65 3⁄4 | ||||||||
| 28904 |
An MCP server that enables AI agents to manage merchant payment processing thro…
|
C 65 3⁄4 | ||||||||
| 28905 |
A read-only Model Context Protocol server that enables browsing subreddits, sea…
|
C 65 3⁄4 | ||||||||
| 28906 |
Central-Memory-MCP
Claim
Model Context Protocol (MCP) memory server built with Azure Functions and TypeS…
|
C 65 3⁄4 | ||||||||
| 28907 |
Search Google Flights-style itineraries with simple MCP tools for route lookup,…
|
C 65 3⁄4 | ||||||||
| 28908 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 28909 |
The project brain for AI coding agents — memory, decisions, sprints, knowledge …
|
C 65 3⁄4 | ||||||||
| 28910 |
Enables direct access to CSMAR financial databases through Claude Code. Support…
|
C 65 3⁄4 | ||||||||
| 28911 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 28912 |
An MCP server that exposes the QMetry Test Management for Jira Cloud REST API a…
|
C 64 3⁄4 | ||||||||
| 28913 |
Provides AI agents with access to real-time and historical SPX 0DTE options mar…
|
C 64 3⁄4 | ||||||||
| 28914 |
An MCP server that indexes plain-text podcast transcripts stored in Dropbox and…
|
C 64 3⁄4 | ||||||||
| 28915 |
Enables AI agents to control a neko virtual browser via WebSocket and REST APIs…
|
C 64 3⁄4 | ||||||||
| 28916 |
Free DEX aggregator API that returns executable swap calldata across 46 EVM cha…
|
C 64 3⁄4 | ||||||||
| 28917 |
Enables AI assistants to fetch real-time news from Google News RSS feeds with s…
|
C 64 3⁄4 | ||||||||
| 28918 |
AXIS iliad
Claim
Axis Iliad turns messy codebases into 86 canonical, deterministic artifacts acr…
|
C 64 3⁄4 | ||||||||
| 28919 |
An MCP server that turns Claude into a hands-on video editor for short-form vid…
|
C 64 3⁄4 | ||||||||
| 28920 |
Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MA…
|
C 64 3⁄4 | ||||||||
| 28921 |
Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives…
|
C 64 3⁄4 | ||||||||
| 28922 |
Parses Excel/PDF construction calculations and retrieves Korean construction st…
|
C 64 3⁄4 | ||||||||
| 28923 |
Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER…
|
C 64 3⁄4 | ||||||||
| 28924 |
drwhome
Claim
|
C 64 3⁄4 | ||||||||
| 28925 |
Enables AI agents to generate images from HTML/CSS, capture URL screenshots, an…
|
C 64 3⁄4 | ||||||||
| 28926 |
toolmesh
Claim
Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Auth…
|
C 64 4⁄5 | ||||||||
| 28927 |
A graph-friendly relational server that stores project memory, tasks, and metad…
|
C 64 3⁄4 | ||||||||
| 28928 |
A starter template for building MCP servers with support for No Auth, API Key, …
|
C 64 3⁄4 | ||||||||
| 28929 |
MCP server exposing Tradier brokerage tools to Claude, enabling account balance…
|
C 64 3⁄4 | ||||||||
| 28930 |
The Latent Space
Claim
Agent registry, arena reputation system, and Latent Credits economy. Register a…
|
C 64 3⁄4 | ||||||||
| 28931 |
MCP server that gives Claude access to Dutch mobility data via Studio Bereikbaa…
|
C 64 3⁄4 | ||||||||
| 28932 |
Connects to a Gym Tracker Supabase database to provide LLMs with access to pers…
|
C 64 3⁄4 | ||||||||
| 28933 |
MCP server for RescueTime productivity data
|
C 64 3⁄4 | ||||||||
| 28934 |
A comprehensive cryptocurrency market-data MCP server with 49 tools across six …
|
C 64 3⁄4 | ||||||||
| 28935 |
A Model Context Protocol server that enables interaction with the Ryft API to m…
|
C 64 3⁄4 | ||||||||
| 28936 |
A standalone MCP server that enables research (web search, URL fetch, news), wo…
|
C 64 3⁄4 | ||||||||
| 28937 |
MCP server providing AI agents with access to German government open data. 12 t…
|
C 64 3⁄4 | ||||||||
| 28938 |
Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgs…
|
C 64 3⁄4 | ||||||||
| 28939 |
YNAB MCP Starter
Claim
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
|
C 64 3⁄4 | ||||||||
| 28940 |
AgentOS provides a suite of essential services for AI agents including persiste…
|
C 64 3⁄4 | ||||||||
| 28941 |
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
|
C 64 3⁄4 | ||||||||
| 28942 |
Enables searching and retrieving South Korean intellectual property data via th…
|
C 64 3⁄4 | ||||||||
| 28943 |
An async video generation MCP server with multi-provider support. Currently in …
|
C 64 3⁄4 | ||||||||
| 28944 |
databid
Claim
Agent-native company intelligence. AI agents search and retrieve structured, ve…
|
C 64 3⁄4 | ||||||||
| 28945 |
Entrez MCP Server
Claim
Provides access to NCBI's E-utilities, PubChem, and PMC APIs for searching and …
|
C 64 3⁄4 | ||||||||
| 28946 |
MCP servers are installed via npx -y @scope/package — which silently downloads
…
|
C 64 3⁄4 | ||||||||
| 28947 |
MCP server for Polymarket prediction markets, enabling search, market details, …
|
C 64 3⁄4 | ||||||||
| 28948 |
Aristocles Data API
Claim
Subscription pricing, trade costs, and financial data for AI agents across 5 co…
|
C 64 3⁄5 | ||||||||
| 28949 |
sqlite-readonly-mcp
Claim
A read-only SQLite MCP server for remote Linux deployment that provides secure …
|
C 64 3⁄4 | ||||||||
| 28950 |
mcp-github
Claim
Read-only GitHub MCP server that lets assistants search and read repositories, …
|
C 64 3⁄4 | ||||||||