MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55651
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
— ○ ⏳ — — — — — —
55652
adamperna74
Enables restaurant management through natural language, allowing import of Toas…
— ○ ⏳ — N/A N/A — — —
55653
jgmcalpine
Enables MCP agents to access public SEC Form 4 insider filing data via a local …
— ○ ⏳ — N/A N/A — — —
55654
spacemandomains
Real-time surf, weather, trail status, volcano, ocean safety, and restaurants f…
— ○ ⏳ — — — — — —
55655
Rumblingb
search for best places to rent
— ○ ⏳ — — — — — —
55656
bug-breeder
upnote-mcp Claim
Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…
— ○ ⏳ — N/A N/A — — —
55657
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
— ○ ⏳ — N/A N/A — — —
55658
Converly-Conversion-Tracking
converly Claim
Set up and manage conversion tracking by chatting with your AI assistant.
— ○ ⏳ — — — — — —
55659
Vanszs
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
— ○ ⏳ — — — — — —
55660
CSOAI-ORG
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
— ○ ⏳ — N/A N/A — — —
55661
isco-tec
Official MCP server for Scorezilla (leaderboards for games). Your AI coding ass…
— ○ ⏳ — — — — — —
55662
lzientek
mcp-wait Claim
A minimal MCP server that lets AI agents pause for a specified duration before …
— ○ ⏳ — — — — — —
55663
Pyda-AI
A stateless FastMCP server that enables interaction with multiple Sentry instan…
— ○ ⏳ — — — — 81 —
55664
canbolayir
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
— ○ ⏳ — N/A N/A — — —
55665
P0lar1zzZ
Ombre Brain Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
— ○ ⏳ — — — — 95 —
55666
anhpdhe171578
Generates structured, comprehensive test cases from user stories, API specs, or…
— ○ ⏳ — N/A N/A — — —
55667
dbuxton
Enables AI agents to edit Google Docs via text anchors rather than character in…
— ○ ⏳ — N/A N/A — — —
55668
eddy06260626
saqz Claim
— ○ ⏳ — N/A N/A — 95 —
55669
Gatyh
3D Texel Claim
Search/download 7,000+ PBR materials, HDRIs, decals, 3D assets; generate PBR ma…
— ○ ⏳ — — — — — —
55670
kalleeh
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
— ○ ⏳ — — — — 81 —
55671
FoundryNet
mint-mcp Claim
MINT Protocol — universal work attestation for autonomous agents. Cryptographic…
— ○ ⏳ — — — — 81 —
55672
ahays248
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
— ○ ⏳ — N/A N/A — — —
55673
nanami-he
Petsonality Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
— ○ ⏳ — N/A N/A — — —
55674
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
— ○ ⏳ — — — — 81 —
55675
kuraki5336
An MCP server that enables AI tools to interact with the Lalaleap project manag…
— ○ ⏳ — N/A N/A — — —
55676
hackerunner
psychopy-mcp Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
— ○ ⏳ — N/A N/A — — —
55677
owenjeon
test Claim
— ○ ⏳ — N/A N/A — 95 —
55678
aemery13
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
— ○ ⏳ — — — — — —
55679
Yash-0620
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
— ○ ⏳ — N/A N/A — — —
55680
leinay633-maker
A local MCP server that forwards tools from an upstream experiment platform and…
— ○ ⏳ — — — — — —
55681
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
— ○ ⏳ — N/A N/A — — —
55682
JRWoodcock
modelmux Claim
Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…
— ○ ⏳ — N/A N/A — — —
55683
smantiv
Enables natural language sales analysis by connecting to a SQLite database, gen…
— ○ ⏳ — N/A N/A — — —
55684
AI-powered Amazon ECS workload management
— ○ — N/A N/A — 81 —
55685
Atypical-Consulting
AdrMcp Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
— ○ ⏳ — N/A N/A — — —
55686
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
— ○ ⏳ — — — — — —
55687
Skhaaall
CodeGuard Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
— ○ ⏳ — N/A N/A — — —
55688
VirSanghavi
Axis Claim
Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on o…
— ○ ⏳ — — — — — —
55689
xianjianlf2
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
— ○ ⏳ — — — — — —
55690
himanshusaleria
events-mcp Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
— ○ ⏳ — — — — — —
55691
Pibot-Dev
Enables sending SMS messages and checking delivery status and credit balance vi…
— ○ ⏳ — N/A N/A — — —
55692
MCP server for data engineering: validation, transformation, visualization, and…
— ○ — N/A N/A — 81 —
55693
hrushikeshkothem
Enables natural language filesystem operations (create, list, delete directorie…
— ○ ⏳ — N/A N/A — — —
55694
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
— ○ ⏳ — — — — — —
55695
thiagozf
test Claim
— ○ ⏳ — N/A N/A — 95 —
55696
go2
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
55697
ajinkyasabale-github
Enables LLMs to interact with OpenEHR electronic health record systems by retri…
— ○ ⏳ — — — — 81 —
55698
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
— ○ ⏳ — — — — 81 —
55699
TiaCommander Claim 1
Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 acti…
— ○ — N/A N/A — 81 —
55700
Larshiensch99
Warden Claim
Register every AI agent, log every action, prove it. EU AI Act compliance built…
— ○ ⏳ — — — — — —
Showing 55651–55700 of 69135 servers