MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42051
nyx-builds
Agent Ledger Claim
Double-entry accounting ledger MCP server for autonomous agents that enables cr…
N/A N/A
42052
simarust
A Model Context Protocol server that integrates with Phrase Strings to manage t…
N/A N/A
42053
swalker-coalesce
Enables AI agents to interact with Coalesce and Snowflake to perform data trans…
42054
astafford8488
pitchiq-mcp Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
42055
erniecode
Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…
N/A N/A
42056
SamtheIII
Manages Xray test cases, executions, and reports through natural language comma…
42057
gabrielfilipe7unb
hw3-nanda Claim
N/A N/A 95
42058
traynewreck
Enables AI voice agents like RetellAI and Vapi to directly integrate with GoHig…
42059
laco.tousek
libre Claim
N/A N/A 95
42060
wilfoa
Multi-language MCP debugger for AI agents that supports Python, JavaScript/Type…
N/A N/A
42061
hhx465453939
A PubMed MCP server that enables LLMs to search, retrieve details, and download…
42062
brovk2008
Enables LLMs to inspect, edit, analyze, and render PCB layouts in real-time usi…
N/A N/A
42063
MikeyBeez
Provides direct access to Ollama models for AI inference, including text genera…
N/A N/A
42064
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
N/A N/A
42065
AlexanderHoogsteyn
Clarigrid Claim
Read-only electricity, gas, and weather data with structured provenance and uni…
42066
manojanasuri16
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
N/A N/A
42067
jonthemediocre
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
81
42068
88plug
Controls a Linux host through structured interfaces like systemd, journald, and…
N/A N/A
42069
lomartins
Cadence Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
N/A N/A
42070
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
42071
geerdwedda-create
Provides AI agents with trust scoring and reputation management capabilities fo…
81
42072
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
42073
johnmives
Provides 17 developer utility tools for AI agents, including free tools like JS…
N/A N/A 95
42074
pipeworx-io
Provides access to live news and media data via the Mediastack API, enabling qu…
42075
alienmind
mcp-strudel Claim
Enables conversion between Strudel mini-notation patterns and MIDI notes, allow…
N/A N/A
42076
Endeavor-DoxiDoxi
klattsch-mcp Claim
Enables AI models to speak and sing using retro-style formant speech synthesis,…
N/A N/A
42077
lightblink
An MCP server that enables AI-assisted Cocos Creator asset production, generati…
N/A N/A
42078
junter1989k-ai
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
42079
huppugo1
OmniFlow Claim
Enables AI clients to automate Windows desktop applications through window mani…
N/A N/A
42080
respira-press
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
42081
AIWerk
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipie…
N/A N/A
42082
alexadler9
A small MCP server for course experiments that provides tools to read recent co…
42083
orthosie
Give your AI agent access to 150+ translators covering fictional languages, pop…
81
42084
PhelanShao
Enables AI-driven first-principles calculations for quantum chemistry and mater…
N/A N/A
42085
topoftheblock
This server enables AI models to access the Städel Museum's digital collection …
42086
sebastienrousseau
Model Context Protocol server exposing the bankstatementparser library as first…
42087
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
81
42088
calganaygun
Poke PC Claim
Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…
N/A N/A
42089
Humanleap
Provides access to over 226 tools and 1,208 skills across web search, image/vid…
42090
adu3110
flowindex Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
N/A N/A 95
42091 N/A N/A 95
42092
l3wi
homekit-cli Claim
An MCP server that provides tools for inspecting and controlling Apple HomeKit …
N/A N/A
42093
adwhispr
Chat with any brand's Meta (Facebook/Instagram) ads inside Claude — research a …
42094
Dvorak
Enables querying OpenDRIVE road network files through structured MCP tools for …
N/A N/A
42095 N/A N/A 95
42096
sddiv
Enables AI agents to parse, create, update, delete, and search natural language…
N/A N/A
42097
MatheusLarcher
MCP server for managing WhatsApp instances and sending messages through Evoluti…
42098
yihan2099
apple-fm-mcp Claim
MCP server that enables local Apple on-device Foundation Model access via any M…
N/A N/A
42099
cleverbrush
Xpenser Claim
xpenser.cleverbrush.com is a ln open-source, self-hostable personal expense and…
42100
GoDavaii Health AI — Indian medicine DB, drug interactions, pregnancy safety, d…
N/A N/A 81
Showing 42051–42100 of 66534 servers
« Prev 1 840 841 842 843 844 1331 Next »