MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22851
adindotdev
ableton-mcp Claim 1
An MCP server that enables Claude to control Ableton Live in real-time via the …
C 63 4⁄3 ◐ ⏳ 65 52 N/A 35 92 —
22852
maydali28
memcp ⚡ Claim
Persistent memory MCP server that allows Claude to store, organize, and retriev…
C 63 4⁄3 ◐ ⏳ 60 31 N/A 74 92 —
22853
Immunogenic-prismspectroscope589
Blender MCP ⚡ Claim 1
An MCP server that enables AI agents to control Blender through natural languag…
C 63 3⁄3 ◐ ⏳ 45 N/A N/A 50 95 —
22854
kaptainkangaroo
mcp-mautic ⚡ Claim 1
C 63 4⁄3 ◐ ⏳ 78 45 N/A 25 90 —
22855
agentsdance
agentx ⚡ Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 4⁄3 ◐ ⏳ 64 22 N/A 71 95 —
22856
Nicolasvegam
garmin-connect-mcp ⚡ Claim 1
An MCP server that provides access to Garmin Connect fitness, health, and train…
C 63 4⁄4 ◐ ⏳ 73 55 — 32 81 —
22857
launchframe-dev
LaunchFrame MCP ⚡ Claim 1
Provides AI agents with architectural knowledge and scaffolding tools for Launc…
C 63 4⁄3 ◐ ⏳ 68 66 N/A 30 80 —
22858
CloakedAgent
Trustless spending accounts for AI agents on Solana with on-chain enforced limi…
C 63 4⁄3 ◐ ⏳ 60 42 N/A 54 95 —
22859
78degrees
ghosthunt ⚡ Claim
Find every leaked secret on your machine — API keys in .env files, shell histor…
C 63 3⁄3 ◐ ⏳ 62 N/A N/A 37 83 —
22860
Algovate
XHS MCP ⚡ Claim
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
C 63 4⁄3 ◐ ⏳ 54 43 N/A 62 95 —
22861
patelnav
Facilitates real-time tool discovery and documentation retrieval for command-li…
C 63 4⁄3 ◐ ⏳ 60 68 N/A 21 92 —
22862
davidlandais
ovh-api-mcp Claim 2
Code Mode MCP server for the entire OVH API. Two tools (search + execute) give …
C 63 4⁄3 ◐ ⏳ 45 66 — 72 75 —
22863
yoelbassin
GnuRadio ⚡ Claim
GnuRadio
C 63 4⁄3 ◐ ⏳ 56 51 N/A 50 95 —
22864
jaspertvdm
Bridge to a local Ollama server for running Llama, Mistral, Qwen and other loca…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
22865
jonaolden
tabular-mcp
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 36 95 —
22866
joreilly
GalwayBus Claim
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
C 63 3⁄3 ◐ ⏳ 44 N/A N/A 51 95 —
22867
uisato
Enables programmatic control over Ableton Live sessions through natural languag…
C 63 4⁄3 ◐ ⏳ 78 30 N/A 51 88 —
22868
Geddart
RV MCP Server ⚡ Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 4⁄3 ◐ ⏳ 72 32 N/A 64 84 —
22869
lmsorry
ohmysmithery ⚡ Claim
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
C 63 3⁄3 ◐ ⏳ 56 N/A N/A 31 95 —
22870
NERVsystems
cotlib Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
C 63 4⁄3 ◐ ⏳ 64 30 N/A 66 92 —
22871
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 46 95 —
22872
mojenmojen
Enables AI-powered task management in OmniFocus with support for project review…
C 63 4⁄3 ◐ ⏳ 54 65 N/A 31 95 —
22873
yeison-liscano
A demonstration MCP server that provides example tools for weather queries, tim…
C 63 4⁄4 ◐ ⏳ 56 70 — 43 81 —
22874
wxhzhwxhzh
DrissionPageMCP ⚡ Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 4⁄3 ◐ ⏳ 66 55 N/A 36 87 —
22875
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational querie…
C 63 4⁄3 ◐ ⏳ 88 32 N/A 23 91 —
22876
214140846
skillhub-mcp Claim
MCP server that exposes Claude-style skills to any MCP client.
C 63 4⁄3 ◐ ⏳ 60 32 N/A 69 95 —
22877
edgeandnode
Amp MCP ⚡ Claim
Provides developer-focused documentation and tools for building applications on…
C 63 4⁄4 ◐ ⏳ 66 55 — 46 81 —
22878
OpsLevel
OpsLevel MCP Claim
OpsLevel MCP
C 63 4⁄4 ◐ ⏳ 68 36 — 67 80 —
22879
istarwyh
MCP Advisor ⚡ Claim
A discovery and recommendation service that helps AI assistants find Model Cont…
C 63 4⁄4 ◐ ⏳ 60 41 — 74 81 —
22880
pbulbule13
Production-grade Google services integration (Gmail, Calendar, Drive, Sheets, K…
C 63 4⁄4 ◐ ⏳ 84 51 — 22 81 —
22881
manycontacts
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 41 83 —
22882
dream-num
univer-mcp Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22883
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 46 95 —
22884
lbds137
A Model Context Protocol server that enables Claude to collaborate with Google'…
C 63 4⁄4 ◐ ⏳ 69 46 — 54 81 —
22885
opslevel
opslevel-mcp Claim
Official MCP Server for [OpsLevel](https://www.opslevel.com)
C 63 4⁄4 ◐ ⏳ 68 38 — 67 80 —
22886
DROMA01
DROMA MCP Server ⚡ Claim
Enables natural language interactions with cancer pharmacogenomics data through…
C 63 4⁄4 ◐ ⏳ 60 65 — 42 82 —
22887
Bdata0
Enables hotel booking operations through the Exely Distribution API via natural…
C 63 4⁄4 ◐ ⏳ 66 73 — 22 81 —
22888
Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
C 63 3⁄3 ◐ ⏳ 62 N/A N/A 37 83 —
22889
PolyNeural-ai
Provides AI agents with persistent memory and knowledge management through a co…
C 63 4⁄4 ◐ ⏳ 60 72 — 34 81 —
22890 C 63 3⁄3 ◐ ⏳ 60 N/A N/A 25 95 —
22891
GaplyDev01
A Node.js Express server that provides access to CoinGecko's cryptocurrency dat…
C 63 4⁄4 ◐ ⏳ 60 63 — 43 82 —
22892
opendatalab
MinerU-Ecosystem ⚡ Claim
Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/projec…
C 63 3⁄3 ◐ ⏳ 48 — — 61 83 —
22893
richlira
Compass MCP ⚡ Claim
A shared operational layer that synchronizes tasks and project contexts across …
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22894
QustXuHao
paper-search-mcp ⚡ Claim
C 63 4⁄3 ◐ ⏳ 76 28 N/A 47 95 —
22895
cwmoore-ai
A lightweight FastAPI server that allows remote execution of shell commands on …
C 63 4⁄4 ◐ ⏳ 60 70 — 37 81 —
22896
theYahia
roistat-mcp ⚡ Claim 1
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
C 62 3⁄3 ◐ ⏳ 45 N/A N/A 62 83 —
22897
governmyai
mcp-server ⚡ Claim
AI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, H…
C 62 3⁄3 ◐ ⏳ 58 N/A N/A 41 83 —
22898
JeremyDev87
Codingbuddy ⚡ Claim
A multi-AI MCP server that orchestrates 37 specialist agents across 9 AI tools …
C 62 4⁄3 ◐ ⏳ 60 12 N/A 86 95 —
22899
zaphodsdad
A comprehensive MCP server providing 35 tools for monitoring and managing multi…
C 62 4⁄4 ◐ ⏳ 72 46 — 42 80 —
22900
cristianoaredes
# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas fer…
C 62 5⁄5 ◐ ⏳ 84 71 0 66 82 —
Showing 22851–22900 of 69236 servers
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