MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65001
borod108
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
— ○ ⏳ — N/A N/A — — —
65002
IamCatoBot
A domain-agnostic MCP server for autonomous experimentation, generalizing Karpa…
— ○ ⏳ — N/A N/A — — —
65003
ppspps824
MCP server for accessing Claude Code plugins. Enables retrieving plugin lists a…
— ○ ⏳ — N/A N/A — — —
65004
atBuba
MCP server providing real-time public transport data for Tomsk, including route…
— ○ ⏳ — N/A N/A — — —
65005
smallest-inc
MCP server for the Smallest AI platform that enables managing AI voice agents, …
— ○ ⏳ — — — — — —
65006
keugenek
MCP server for Krea.ai enabling AI image and video generation using models like…
— ○ ⏳ — — — — — —
65007
lm203688
852 humanoid/bionic robot parts, 20 categories, 4-dimension compatibility check…
— ○ ⏳ — — — — — —
65008
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
— ○ ⏳ — — — — 81 —
65009
glasser-ai
Glasser Claim
One key to 1,000+ paid data APIs: enrichment, SEO/SERP, scraping, places, news.…
— ○ ⏳ — — — — — —
65010
soapboxbuild
An MCP server that wraps the EPA ENERGY STAR Portfolio Manager REST API, enabli…
— ○ ⏳ — — — — — —
65011
inkiebeard
vkb Claim
A local-first semantic memory system that enables document ingestion, semantic …
— ○ ⏳ — — — — — —
65012
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
— ○ ⏳ — — — — 81 —
65013
TejasQ
Exposes the conference schedule as tools for ChatGPT, allowing attendees to vie…
— ○ ⏳ — — — — — —
65014
xixfaces
Enables agents to interact with a running Roblox game client, execute Lua code,…
— ○ ⏳ — N/A N/A — — —
65015
UmutKDev
mal-mcp Claim
Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools…
— ○ ⏳ — — — — — —
65016
Junhui20
mycal Claim
Malaysia public holidays, school terms, business days & a leave optimizer (13 t…
— ○ ⏳ — N/A N/A — — —
65017
cygnusb
coros-mcp Claim
A Model Context Protocol (MCP) server that fetches sleep, HRV, and training dat…
— ○ ⏳ — — — — — —
65018
simonsysun
SeekLink Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
— ○ ⏳ — N/A N/A — — —
65019
fastmcp-me
Mnemex Claim
Provides human-like memory dynamics for AI assistants, enabling natural forgett…
— ○ ⏳ — N/A N/A — — —
65020
CodeAbra
iai-mcp Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
— ○ ⏳ — N/A N/A — — —
65021
universal-mcp
A standardized interface for interacting with AWS S3 tools and services through…
— ○ ⏳ — — — — — —
65022
Vltja
Provides AI agents with fully interactive terminal sessions, including TUI supp…
— ○ ⏳ — N/A N/A — — —
65023
civitai
Enables AI agents to fully interact with the Civitai platform, including browsi…
— ○ ⏳ — N/A N/A — — —
65024
VictoriaMetrics-Community
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
— ○ ⏳ — N/A N/A — 83 —
65025
tuantqse90
moltnode-mcp Claim
Enables MCP clients to interact with over 31 blockchain chains through the Molt…
— ○ ⏳ — — — — — —
65026
ruchitha-meenakshi
HR-ASSIST Claim
An agentic AI system that automates end-to-end HR workflows, from onboarding to…
— ○ ⏳ — N/A N/A — — —
65027
dwightpeaster
A local-first MCP server that routes Littlebird daily context into structured O…
— ○ ⏳ — N/A N/A — — —
65028
liliangshan
A Model Context Protocol (MCP) server for executing git push operations with fl…
— ○ ⏳ — N/A N/A — — —
65029
MXmaster2s
longbook Claim
Your longbook of bills, subscriptions and expenses, for your AI to read and to …
— ○ ⏳ — — — — — —
65030
ilgizar-valiullin
Enables AI agents to perform unified web searches, GitHub, and GitLab searches …
— ○ ⏳ — — — — — —
65031
NeuroGhostDev
Booster MCP Claim
Booster MCP turns complex codebases into understandable systems with semantic s…
— ○ ⏳ — N/A N/A — — —
65032
IQAIcom
Enables AI agents to discover and analyze prediction markets, execute trades, a…
— ○ ⏳ — — — — — —
65033
Chris221
ftp-ssh-mcp Claim
Work with a remote host over FTP/FTPS/SFTP, SSH, and MySQL.
— ○ ⏳ — N/A N/A — — —
65034
shashankcube
Exposes 3 meta-tools to efficiently search and execute 174 backend CRUD tools, …
— ○ ⏳ — N/A N/A — — —
65035
ftaricano
Combines Gmail and Google Calendar operations with multi-account OAuth, attachm…
— ○ ⏳ — N/A N/A — — —
65036
terrychahn
An MCP server that leverages Google Antigravity SDK and Gemini Enterprise Agent…
— ○ ⏳ — — — — — —
65037
McCullonas
Enables querying Swiss public transport (trains, buses, trams, boats) for stati…
— ○ ⏳ — — — — — —
65038
jessicayanwang
magic Claim
— ○ ⏳ — N/A N/A — 95 —
65039
CobaltBlue3699
A Model Context Protocol server for MySQL databases that enables AI assistants …
— ○ ⏳ — — — — 81 —
65040
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
— ○ ⏳ — — — — 81 —
65041
ATDev-Inc
UEMCP Claim
Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
— ○ ⏳ — — — — — —
65042
guycochran
Enables control of Behringer X32/M32 digital mixing consoles via OSC protocol f…
— ○ ⏳ — — — — — —
65043
M0Rf30
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
— ○ ⏳ — N/A N/A — — —
65044
dhnpmp-tech
@dcp/mcp Claim
Enables AI agents to access DCP's Saudi-hosted AI compute platform for inferenc…
— ○ ⏳ — — — — — —
65045
sofya-co
sofya-mcp Claim
Web tools for AI agents through the Sofya API. Search the web for full page con…
— ○ ⏳ — — — — — —
65046
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
— ○ ⏳ — — — — 81 —
65047
savantcat
中国 AI 客服国标 GB/T 47746—2026 合规知识库:条款级问答 + 全部 61 项达标自查清单(48 应 + 4 宜 + 9 可,含 5 项一票…
— ○ ⏳ — — — — — —
65048
goodmeta
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
— ○ ⏳ — — — — — —
65049
MrJohn91
Enables natural language queries against Snowflake Gold-layer tables through Cl…
— ○ ⏳ — N/A N/A — — —
65050
BACH-AI-Tools
MCP server for accessing Sms Verify3 API to send numeric verification codes and…
— ○ ⏳ — N/A N/A — — —
Showing 65001–65050 of 69007 servers