MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29834
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57501
13shivam
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
57502
mindfullabai
Tracking MCP Claim
A generic MCP server for tracking any entity type (e.g., weight, workouts, book…
N/A N/A
57503
d-mato
gmail-mcp Claim
MCP server for Gmail that enables searching, reading, archiving, and managing e…
N/A N/A
57504
KrystianYCSilva
lean-mcp Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
N/A N/A
57505
ApacheBin
adaddaadaaa Claim
N/A N/A 95
57506
One-MCP
Multi MCP Claim
An MCP server that proxies multiple MCP servers, allowing you to configure and …
N/A N/A
57507
Themoneyhollic
Enables generating AI-powered presentations via the Gamma API directly from MCP…
57508
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
57509
hotonlabs
hoton-mcp Claim
Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by build…
57510
Teatechnologies
Deploy an MCP server on Cloudflare Workers without authentication, enabling rem…
57511
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
N/A N/A
57512
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
N/A N/A
57513
wayanvota
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
81
57514
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
57515
BrettNye
Stoa Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
57516
sailquery
Find the stories worth writing about: discover emerging stories, rank the angle…
57517
thomfilg
ie-mcp Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
N/A N/A
57518
tutorcruncher
git-mcp Claim
Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allo…
57519
pedroalexleite
Copilot MCP Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
57520
cybeleri
finance Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
N/A N/A 95
57521
rabia-s
An MCP server with six tools including web search, URL fetching, math calculati…
N/A N/A
57522
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
57523
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
N/A N/A
57524
dmang-dev
mcp-mgba Claim
Drive the [mGBA](https://mgba.io) Game Boy Advance emulator from any MCP client…
N/A N/A
57525
aperswal
Motus Claim
Enables agents to search airports and find group meetup flights for multiple tr…
57526
shgsousa
A web-based search interface using DuckDuckGo's search API, built with Python a…
57527
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
57528
rogerio-grocers
Exposes the Grocers Design System as queryable tools for coding agents, includi…
57529
0xAxiom
x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
57530
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。
57531
cipherfoxie
MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering lo…
57532
keyshade-xyz
keyshade-mcp Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
N/A N/A
57533
mcasdfgf
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
N/A N/A
57534
yusufdxb
Enables semantic search and grounded answering over customer-research interview…
N/A N/A
57535
spilchen
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
57536
alfredojrc
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
57537
dmang-dev
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
N/A N/A
57538
hindocharaj1997
An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM…
57539
DomDemetz
claude-soul Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
N/A N/A
57540
sunasaji
Gives AI agents full keyboard, mouse, and screen access to a physical PC via a …
N/A N/A
57541
iamfaham
Provide seamless access to investor data through a dedicated MCP server. Enable…
N/A N/A 95
57542
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
N/A N/A
57543
kunwar-shah
claudex Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
N/A N/A
57544 81
57545
z-illia
Enables automation of Hoppscotch team collections, including OpenAPI sync, code…
57546
gvnrdev
Gvnr Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
57547
loudMore
mcp-eyes Claim
A drop-in MCP server that pairs long-context reasoning LLMs with vision models …
N/A N/A
57548
sixirixis
kiasu-scout Claim
MCP server to help businesses analyze their visibility in AI assistant recommen…
57549
light4
Enables dynamic and reflective problem-solving through a structured thinking pr…
57550
Pigowenhsiao
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
N/A N/A
Showing 57501–57550 of 57580 servers