MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52001
christopherwxyz
remix-mcp Claim
A Rust MCP server that enables AI assistants to control Ableton Live via OSC, o…
N/A N/A
52002
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
52003
cardmagic
reminders Claim
Enables fuzzy search, creation, and management of Apple Reminders via CLI or MC…
N/A N/A
52004
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
52005
Kyrnepi
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
52006
IBM
Enables AI agents to securely interact with IBM OpenPages GRC platform through …
N/A N/A
52007
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
52008
jonybur-oc
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
52009
bitcompare
mcp-server Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
52010
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
N/A N/A
52011
jgkme
MCP server for generating, editing, and processing images via multiple provider…
52012
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
52013
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
52014
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
52015
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
52016
egargale
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
52017
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
52018
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
81
52019
DarrenZal
Otter MCP Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
N/A N/A
52020
hiroshic9-png
transcode Claim
Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
N/A N/A
52021
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
52022
c0x12c
@uselink/mcp Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
52023
forgesworn
402-mcp Claim
AI agents discover, pay for, and consume any Lightning-gated API autonomously
N/A N/A 95
52024
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
52025
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
52026
directus
Enables Directus users to interact with their data in LLMs, allowing content ed…
52027
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
N/A N/A
52028
RobertRigCollective
A proxy server that standardizes access to the Congress.gov API by automaticall…
N/A N/A 95
52029
faithabiodun
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
52030
colinfrisch
Enables AI assistants to access Strava running data, route planning, and weathe…
N/A N/A
52031
hosanxiv
KiasuMiles Claim
MCP server that recommends the best credit card for miles based on your card st…
N/A N/A
52032
isaamthalhath07
forsale-mcp Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
52033
RosenAdvertising
MCP server for Bill4Time providing API coverage for legal billing and time trac…
N/A N/A
52034
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
52035
Paul-Orlando
Enables AI agents to search a Pinecone knowledge base of 4,128 ArXiv research p…
52036
Ppp111ppp111
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
52037
falconaipro
Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
52038
SpartanLabsXyz
Simmer Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
N/A N/A
52039
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
52040
one710
ComputerMate Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
N/A N/A
52041
QalaLabs
Enables sending WhatsApp, SMS, and Email messages via the Convertway API, with …
52042
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
52043
schwarztim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
52044
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
N/A N/A
52045
halby24
Enables AI assistants to access RenderDoc capture data and assist in graphics d…
N/A N/A
52046
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
52047
getvetai
vet Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
N/A N/A
52048
dick571
suna Claim
N/A N/A 95
52049
prismicio
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
52050
npmjs-mcp Claim 1
npm registry MCP server — package intelligence, security audits, dependency ana…
N/A N/A 81
Showing 52001–52050 of 54421 servers