MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68051
Sergio-72
Unifies LAN agent memory (Postgres + pgvector + Ollama) with an Obsidian vault …
— ○ ⏳ — — — — — —
68052
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
— ○ ⏳ — — — — 81 —
68053
l4b4r4b4b4
bim2sim-mcp Claim
MCP server for BIM-to-building-energy simulation workflows with IFC extraction,…
— ○ ⏳ — N/A N/A — — —
68054
relativismofisico
weather-mcp Claim
Enables querying current weather, 7-day forecast, UV index, and air quality for…
— ○ ⏳ — — — — — —
68055
splinesreticulating
Provides AI assistants with version-accurate Liquidsoap 2.4.0 documentation, ex…
— ○ ⏳ — — — — — —
68056
BACH-AI-Tools
Enables searching and retrieving job listings from the Active Jobs Db API with …
— ○ ⏳ — N/A N/A — — —
68057
LarsZilch
teamup-mcp Claim
MCP server for the Teamup Calendar API, enabling event management, calendar lis…
— ○ ⏳ — — — — — —
68058
gowinston-ai
MCP server for Winston AI's detection tools, enabling AI content detection, pla…
— ○ ⏳ — — — — — —
68059
juhyunchoi2000
Enables searching and retrieving Korean laws, precedents, and administrative ru…
— ○ ⏳ — N/A N/A — — —
68060
aesaganda
opnsense-mcp Claim
Enables interaction with OPNsense firewalls through MCP tools for managing fire…
— ○ ⏳ — — — — — —
68061
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
— ○ ⏳ — — — — 81 —
68062
cppalliance
A local MCP server that gives an LLM agent read access to the WG21 (ISO C++) co…
— ○ ⏳ — N/A N/A — — —
68063
cindiekinzz-coder
A feature-rich MCP server for Discord, giving AI companions full presence in Di…
— ○ ⏳ — — — — — —
68064
lab019
Sankhya MCP Claim
Conjunto de servidores MCP que conectam agentes de IA ao ERP Sankhya através da…
— ○ ⏳ — — — — — —
68065 — ○ ⏳ — N/A N/A — 95 —
68066
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
— ○ ⏳ — — — — 81 —
68067
Ultrathink-Solutions
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
— ○ ⏳ — N/A N/A — — —
68068
scarr7981
A comprehensive MCP server that provides Claude with direct access to Docker, D…
— ○ ⏳ — N/A N/A — — —
68069
sambaleuk
Captures key development moments, enables multi-agent traceability, provides in…
— ○ ⏳ — N/A N/A — — —
68070
Jmsa
argus Claim
Chrome DevTools Protocol MCP server for browser debugging with tools for consol…
— ○ ⏳ — N/A N/A — — —
68071
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
— ○ ⏳ — N/A N/A — 95 —
68072
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
— ○ ⏳ — — — — — —
68073
nyaoouo
A headless MCP server that manages multiple independent IDA Pro worker processe…
— ○ ⏳ — N/A N/A — — —
68074
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
— ○ ⏳ — — — — 81 —
68075
raza10006
Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabl…
— ○ ⏳ — — — — 81 —
68076
TJC-LP
sanzaru Claim
Stateless MCP server that wraps OpenAI's Sora, Whisper, GPT-4o Audio, and TTS A…
— ○ ⏳ — — — — — —
68077
Aegis-AI-Cooperative
Enables intelligent web scraping with support for static pages, JavaScript-rend…
— ○ ⏳ — — — — — —
68078
nickthelegend
molfi-mcp Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
— ○ ⏳ — — — — — —
68079
ChainBench
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, an…
— ○ ⏳ — — — — — —
68080
BobMain-2025
fahali-mcp Claim
Market-intelligence MCP: 18 detection engines over 9,200+ instruments with cali…
— ○ ⏳ — — — — — —
68081
rasta26
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
— ○ ⏳ — — — — 81 —
68082
angel7i
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
— ○ ⏳ — N/A N/A — — —
68083
thiagozf
test Claim
— ○ ⏳ — N/A N/A — 95 —
68084
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
— ○ ⏳ — — — — — —
68085
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
— ○ ⏳ — — — — — —
68086
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
— ○ ⏳ — — — — — —
68087
Konohamaru04
computeruse Claim
A stdio MCP server that provides safe local screen observation and one-step exe…
— ○ ⏳ — N/A N/A — — —
68088
nvdigitalsolutions
Enables chatting with PostgreSQL databases through natural language, with GitHu…
— ○ ⏳ — — — — — —
68089
leacvikas0
Free, unlimited web search MCP server using Gemini CLI's Google Search groundin…
— ○ ⏳ — N/A N/A — — —
68090
bbbfishhh
x-mcp Claim
Provides MCP tools to fetch, filter, curate, and summarize high-quality content…
— ○ ⏳ — — — — — —
68091
rilexus
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
— ○ ⏳ — — — — — —
68092
MrKhaled007
An MCP server that enables AI assistants to safely query live Odoo 19 data with…
— ○ ⏳ — — — — — —
68093
HrochJiri
mcp-memory Claim
Enables MCP clients like Cursor and Claude to remember user preferences and inf…
— ○ ⏳ — — — — — —
68094
paramhq
tsx-query Claim
Semantic React/TSX analysis MCP server that saves 70-90% tokens by using AST to…
— ○ ⏳ — N/A N/A — — —
68095
Kaleemullah-Younas
Enables LLMs to send and read messages in Discord channels, manage servers, cha…
— ○ ⏳ — N/A N/A — — —
68096
kineticadb
Exposes tools and resources for interacting with Kinetica's database, SQL-GPT c…
— ○ ⏳ — — — — — —
68097
thomfilg
ie-mcp Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
— ○ ⏳ — N/A N/A — — —
68098
xiaolai
Provides Claude with long-term memory by indexing conversation history, enablin…
— ○ ⏳ — N/A N/A — — —
68099
BitmapAsset
bitmap-mcp Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
— ○ ⏳ — — — — — —
68100
Harper-Labs
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
— ○ ⏳ — — — — — —
Showing 68051–68100 of 68328 servers