MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1801 |
SSH MCP
|
B 79 5⁄5 | ||||||||
| 1802 |
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
|
B 79 5⁄4 | ||||||||
| 1803 |
Open source implementation and extension of Google Research’s PaperBanana for a…
|
B 79 5⁄4 | ||||||||
| 1804 |
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
|
B 79 5⁄5 | ||||||||
| 1805 |
pty-mcp
Claim
Interactive PTY sessions for AI agents — local shells, SSH with persistent sess…
|
B 79 4⁄4 | ||||||||
| 1806 |
A universal AI assistant MCP server that transforms Claude into a multi-talente…
|
B 79 5⁄5 | ||||||||
| 1807 |
Connects AI agents to Conduit data streams for ingesting events, querying data,…
|
B 79 5⁄4 | ||||||||
| 1808 |
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
|
B 79 5⁄5 | ||||||||
| 1809 |
apollo-proxy
Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
|
B 79 5⁄4 | ||||||||
| 1810 |
An MCP server that allows secure execution of macOS terminal commands through C…
|
B 79 5⁄5 | ||||||||
| 1811 |
Complete product and pricing data solution for AI assistants. Search for produc…
|
B 79 5⁄5 | ||||||||
| 1812 |
A simple Model Context Protocol server that generates timestamp-based UUIDs (v7…
|
B 79 5⁄5 | ||||||||
| 1813 |
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…
|
B 79 5⁄5 | ||||||||
| 1814 |
Express REST API and MCP Server Framework is a comprehensive development framew…
|
B 79 5⁄4 | ||||||||
| 1815 |
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
|
B 79 5⁄5 | ||||||||
| 1816 |
Enables control of Android devices via ADB, allowing screenshot capture, touch …
|
B 79 5⁄4 | ||||||||
| 1817 |
A MCP server for interacting with Taiga Project Manager
|
B 79 5⁄5 | ||||||||
| 1818 |
Enables interaction with FreshRSS instances through the Google Reader API. Supp…
|
B 79 5⁄5 | ||||||||
| 1819 |
MCP server for OpenCage geocoding API
|
B 79 5⁄4 | ||||||||
| 1820 |
MCP server with local vector search for your codebase. Smart indexing, semantic…
|
B 79 5⁄4 | ||||||||
| 1821 |
Provides access to up-to-date Ilograph documentation and syntax validation capa…
|
B 79 5⁄5 | ||||||||
| 1822 |
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
|
B 79 6⁄4 | ||||||||
| 1823 |
|
B 79 5⁄4 | ||||||||
| 1824 |
Provides intelligent analysis of token usage patterns and optimization recommen…
|
B 79 5⁄4 | ||||||||
| 1825 |
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
|
B 79 5⁄5 | ||||||||
| 1826 |
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
|
B 79 5⁄5 | ||||||||
| 1827 |
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
|
B 79 5⁄5 | ||||||||
| 1828 |
Enables AI agents to manage ComfyUI workflows using a human-readable Domain Spe…
|
B 79 5⁄5 | ||||||||
| 1829 |
Scaffold Python projects from YAML presets, augment existing projects with CI/t…
|
B 79 5⁄4 | ||||||||
| 1830 |
edu_video_gen
|
B 79 6⁄6 | ||||||||
| 1831 |
Code Intelligence Platform for AI Coding Agents
|
B 79 4⁄4 | ||||||||
| 1832 |
MCP server for uploading local images to Sanity CMS
|
B 79 4⁄4 | ||||||||
| 1833 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1834 |
Agent knowledge marketplace. 105 products, 6 MCP tools, x402 payments on Base n…
|
B 79 5⁄4 | ||||||||
| 1835 |
Enables processing and translating SRT subtitle files with intelligent conversa…
|
B 79 5⁄5 | ||||||||
| 1836 |
Official CoinGecko API MCP Server for Crypto Price & Market Data.
More detail…
|
B 79 5⁄5 | ||||||||
| 1837 |
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
|
B 79 4⁄4 | ||||||||
| 1838 |
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
|
B 79 5⁄5 | ||||||||
| 1839 |
Provides global geocoding capabilities to convert city names and addresses into…
|
B 79 5⁄5 | ||||||||
| 1840 |
A server that allows AI agents to interact with the Tally API to access DAO gov…
|
B 79 5⁄5 | ||||||||
| 1841 |
Multi-agent MCP server for task coordination
|
B 79 5⁄5 | ||||||||
| 1842 |
Provides access to OpenAI's ChatGPT API with web search capabilities for Claude…
|
B 79 5⁄5 | ||||||||
| 1843 |
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
|
B 79 5⁄5 | ||||||||
| 1844 |
create-mcp-app
Claim
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
|
B 79 5⁄4 | ||||||||
| 1845 |
Enables interaction with the CoinGecko Pro API to access cryptocurrency data in…
|
B 79 5⁄5 | ||||||||
| 1846 |
Provides tools for managing Thunder Client licenses through their API, enabling…
|
B 79 5⁄4 | ||||||||
| 1847 |
Enables integration with Monarch Money to query financial data, analyze spendin…
|
B 79 5⁄4 | ||||||||
| 1848 |
Enables interaction with Matrix homeservers through the Model Context Protocol,…
|
B 79 5⁄4 | ||||||||
| 1849 |
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
|
B 79 5⁄5 | ||||||||
| 1850 |
Provides AI agents with access to real-time cryptocurrency data from Coinbase's…
|
B 79 5⁄5 | ||||||||