MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54001
ajinkyasabale-github
Enables LLMs to interact with OpenEHR electronic health record systems by retri…
81
54002
bakhtiersizhaev
Real browser tabs for AI agents through a safe localhost MCP bridge, enabling c…
N/A N/A
54003
tokenofesteem
mcp Claim
An agent can commission a funny, personalized printed booklet and have it print…
54004
Webxspark
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
54005
ZztIsolation
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
81
54006 N/A N/A 95
54007
github-2k6b
Community MCP server for Airtable that provides **30 tools** for managing Airt…
N/A N/A 95
54008
AllNewsAPI
Enables LLMs to search for news articles, get top headlines, and access compreh…
54009
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
54010
none-stack-developer
ffmpeg-mcp Claim
An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
N/A N/A
54011
zarelli1
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
81
54012
cloakedagent
Give AI agents spending power without giving them your wallet keys. Cloaked cre…
N/A N/A 95
54013
karnavals
karnavals Claim
N/A N/A 95
54014
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
54015
MrWizardlyLoaf
rugcheck-ai Claim
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detect…
54016
Inferensys
Contextful Claim
Efficient context management: code search, evidence packs, and memory for codin…
N/A N/A
54017 N/A N/A 95
54018
staugs
Demand-side commerce: agents post a user's purchase intent, get ranked cross-so…
54019
mirenqinggege
postgres-mcp Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
54020
chiraggahujaa
trails-mcp Claim
Enables searching outdoor trails by name or place, retrieving route details, el…
N/A N/A
54021
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
54022
istekapp
Enables AI assistants to interact with Istek API Client for managing workspaces…
N/A N/A 95
54023
chenyuan35
AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.
54024
mpazaryna
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
N/A N/A 95
54025
jambonz
This server exposes jambonz verb schemas and developer documentation as MCP too…
54026
BackyardBrains
Enables interaction with Xero accounting API for financial reporting, sales ana…
N/A N/A
54027
llyfn
MCP server for the Spotify Web API — gives Claude and other AI assistants tools…
54028
evantahler
membot Claim
Provides a persistent, versioned, and searchable context store for AI agents wi…
N/A N/A
54029
mrmos
Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, su…
N/A N/A
54030
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
54031
hostsmith
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
54032
solana-foundation
Enables AI agents to access and search up-to-date Solana documentation, get can…
54033
nehaRoy25
Offers real-time stock prices, sector and historical analysis, top performers f…
54034
MCP-Mirror
Enables querying and retrieving merit records and official reports of Korean in…
N/A N/A 95
54035
alichherawalla
Animated b-roll overlays for short-form video. Paste a script, get an mp4. Free…
N/A N/A
54036
xmkoh
An offline MCP server that provides LangChain and LangGraph documentation searc…
54037
Stevegriswoldatl
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
54038 N/A N/A 95
54039
Chronolapse411
Solana token safety oracle for AI agents and trading bots. Byte-level SPL mint …
54040
axel-belfort
Email sending API for AI agents. Send transactional emails programmatically — t…
81
54041
xiagaohui
A local, open-source look‑alike of Claude Code's Artifacts feature, enabling pe…
N/A N/A
54042
gapra
useVyre component context for AI agents — valid props, variants, anti-patterns,…
N/A N/A
54043
MakiDevelop
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
N/A N/A
54044
pranavkarthik10
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
81
54045
ethos-zero
A local-first shared memory layer for MCP-aware agents like Claude, Codex, and …
N/A N/A
54046
ethancod1ng
A Model Context Protocol (MCP) server that enables AI assistants to search, ret…
N/A N/A 95
54047
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
54048
leedonwoo2827-ship-it
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
N/A N/A
54049
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
54050
gerald4277
Enables visual annotation on web pages for Claude Code, allowing element select…
N/A N/A
Showing 54001–54050 of 54421 servers