MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68051 |
memory_agents_mcp
Claim
Unifies LAN agent memory (Postgres + pgvector + Ollama) with an Obsidian vault …
|
— | ||||||||
| 68052 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
|
— | ||||||||
| 68053 |
bim2sim-mcp
Claim
MCP server for BIM-to-building-energy simulation workflows with IFC extraction,…
|
— | ||||||||
| 68054 |
weather-mcp
Claim
Enables querying current weather, 7-day forecast, UV index, and air quality for…
|
— | ||||||||
| 68055 |
LiquidSoapMCP
Claim
Provides AI assistants with version-accurate Liquidsoap 2.4.0 documentation, ex…
|
— | ||||||||
| 68056 |
Enables searching and retrieving job listings from the Active Jobs Db API with …
|
— | ||||||||
| 68057 |
teamup-mcp
Claim
MCP server for the Teamup Calendar API, enabling event management, calendar lis…
|
— | ||||||||
| 68058 |
winston-ai-mcp
Claim
MCP server for Winston AI's detection tools, enabling AI content detection, pla…
|
— | ||||||||
| 68059 |
korean-law-mcp
Claim
Enables searching and retrieving Korean laws, precedents, and administrative ru…
|
— | ||||||||
| 68060 |
opnsense-mcp
Claim
Enables interaction with OPNsense firewalls through MCP tools for managing fire…
|
— | ||||||||
| 68061 |
Apple Find My MCP Server
Claim
Enables interaction with Apple's Find My network to track devices, check batter…
|
— | ||||||||
| 68062 |
wg21-wiki-mcp
Claim
A local MCP server that gives an LLM agent read access to the WG21 (ISO C++) co…
|
— | ||||||||
| 68063 |
Discord MCP Extended
Claim
A feature-rich MCP server for Discord, giving AI companions full presence in Di…
|
— | ||||||||
| 68064 |
Sankhya MCP
Claim
Conjunto de servidores MCP que conectam agentes de IA ao ERP Sankhya através da…
|
— | ||||||||
| 68065 |
yahoo-finance-mcp
Claim
|
— | ||||||||
| 68066 |
QuickChart MCP Server
Claim
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
|
— | ||||||||
| 68067 |
fastmcp-gateway
Claim
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
|
— | ||||||||
| 68068 |
cargoshipper-mcp
Claim
A comprehensive MCP server that provides Claude with direct access to Docker, D…
|
— | ||||||||
| 68069 |
VibeTape MCP Server
Claim
Captures key development moments, enables multi-agent traceability, provides in…
|
— | ||||||||
| 68070 |
argus
Claim
Chrome DevTools Protocol MCP server for browser debugging with tools for consol…
|
— | ||||||||
| 68071 |
A Model Context Protocol server that enables AI assistants to interact with Not…
|
— | ||||||||
| 68072 |
FastAPI-MCP
Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
|
— | ||||||||
| 68073 |
idalib-mcp-headless
Claim
A headless MCP server that manages multiple independent IDA Pro worker processe…
|
— | ||||||||
| 68074 |
100ms Raydium Sniper MCP
Claim
Enables high-performance token sniping on Raydium DEX with multi-region support…
|
— | ||||||||
| 68075 |
ElevenLabs MCP Backend
Claim
Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabl…
|
— | ||||||||
| 68076 |
sanzaru
Claim
Stateless MCP server that wraps OpenAI's Sora, Whisper, GPT-4o Audio, and TTS A…
|
— | ||||||||
| 68077 |
@aegis-ai/mcp-scraper
Claim
Enables intelligent web scraping with support for static pages, JavaScript-rend…
|
— | ||||||||
| 68078 |
molfi-mcp
Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
|
— | ||||||||
| 68079 |
OpenChainBench
Claim
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, an…
|
— | ||||||||
| 68080 |
fahali-mcp
Claim
Market-intelligence MCP: 18 detection engines over 9,200+ instruments with cali…
|
— | ||||||||
| 68081 |
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
|
— | ||||||||
| 68082 |
DataBursatil MCP Server
Claim
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
|
— | ||||||||
| 68083 |
test
Claim
|
— | ||||||||
| 68084 |
MCP Email Server
Claim
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
|
— | ||||||||
| 68085 |
GitHub project health, package dependency risk, trending repos, license & packa…
|
— | ||||||||
| 68086 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
|
— | ||||||||
| 68087 |
computeruse
Claim
A stdio MCP server that provides safe local screen observation and one-step exe…
|
— | ||||||||
| 68088 |
nv-remote-mcp-server
Claim
Enables chatting with PostgreSQL databases through natural language, with GitHu…
|
— | ||||||||
| 68089 |
gemini-search
Claim
Free, unlimited web search MCP server using Gemini CLI's Google Search groundin…
|
— | ||||||||
| 68090 |
x-mcp
Claim
Provides MCP tools to fetch, filter, curate, and summarize high-quality content…
|
— | ||||||||
| 68091 |
delta-mcp-prototype
Claim
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
|
— | ||||||||
| 68092 |
odoo-mcp-server
Claim
An MCP server that enables AI assistants to safely query live Odoo 19 data with…
|
— | ||||||||
| 68093 |
mcp-memory
Claim
Enables MCP clients like Cursor and Claude to remember user preferences and inf…
|
— | ||||||||
| 68094 |
tsx-query
Claim
Semantic React/TSX analysis MCP server that saves 70-90% tokens by using AST to…
|
— | ||||||||
| 68095 |
Discord MCP Server
Claim
Enables LLMs to send and read messages in Discord channels, manage servers, cha…
|
— | ||||||||
| 68096 |
Kinetica MCP Server
Claim
Exposes tools and resources for interacting with Kinetica's database, SQL-GPT c…
|
— | ||||||||
| 68097 |
ie-mcp
Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
|
— | ||||||||
| 68098 |
CCCMemory MCP
Claim
Provides Claude with long-term memory by indexing conversation history, enablin…
|
— | ||||||||
| 68099 |
bitmap-mcp
Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
|
— | ||||||||
| 68100 |
YouTube Studio MCP
Claim
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
|
— | ||||||||