MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58651
KrystianYCSilva
lean-mcp Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
N/A N/A
58652
ApacheBin
adaddaadaaa Claim
N/A N/A 95
58653
d-mato
gmail-mcp Claim
MCP server for Gmail that enables searching, reading, archiving, and managing e…
N/A N/A
58654
13shivam
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
58655
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
58656
AndreiDrang
Read-only MCP server for Belarusian securities: tokens, shares, bonds, companie…
58657
hotonlabs
hoton-mcp Claim
Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by build…
58658
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
N/A N/A
58659
Themoneyhollic
Enables generating AI-powered presentations via the Gamma API directly from MCP…
58660
Teatechnologies
Deploy an MCP server on Cloudflare Workers without authentication, enabling rem…
58661
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
N/A N/A
58662
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
58663
axel-belfort
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
81
58664
BrettNye
Stoa Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
58665
wayanvota
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
81
58666
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
N/A N/A
58667
foxter-io
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
58668
pedroalexleite
Copilot MCP Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
58669
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
58670
rabia-s
An MCP server with six tools including web search, URL fetching, math calculati…
N/A N/A
58671
vishnu-vasan
A personal knowledge base MCP server that allows AI assistants to manage notes,…
N/A N/A
58672
StevenGeller
Enables intelligent transcription of YouTube videos with automatic optimization…
N/A N/A
58673
thomfilg
ie-mcp Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
N/A N/A
58674
tutorcruncher
git-mcp Claim
Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allo…
58675
aperswal
Motus Claim
Enables agents to search airports and find group meetup flights for multiple tr…
58676
shgsousa
A web-based search interface using DuckDuckGo's search API, built with Python a…
58677
rogerio-grocers
Exposes the Grocers Design System as queryable tools for coding agents, includi…
58678
yusufdxb
Enables semantic search and grounded answering over customer-research interview…
N/A N/A
58679
dmang-dev
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
N/A N/A
58680
ragalgo
ragalgo-v3 Claim
N/A N/A 95
58681
keyshade-xyz
keyshade-mcp Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
N/A N/A
58682
alfredojrc
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
58683
KYBvWHxW
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
58684
ebongard
Multi-carrier parcel tracking server that communicates directly with carrier AP…
58685
mcasdfgf
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
N/A N/A
58686
spilchen
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
58687
atende-direito
Deploys a remote MCP server on Cloudflare Workers without authentication, suppo…
N/A N/A
58688
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
N/A N/A
58689
hindocharaj1997
An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM…
58690
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
58691
kunwar-shah
claudex Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
N/A N/A
Showing 58651–58691 of 58691 servers
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