MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30392
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
61001
TejasQ
An MCP server that answers football questions with interactive widgets, centere…
61002
mithun4elp
Generate engineer-grade SaaS specifications — design systems, database schemas,…
N/A N/A
61003
StigLau
An AI-powered MCP server for intelligent video processing, enabling automated a…
N/A N/A
61004
delize
Enables Claude to manage MyFitnessPal food diaries, nutrition goals, exercises,…
61005
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
61006
bgrgndzz
Enables querying and analyzing Datadog logs through search, aggregation, and in…
N/A N/A
61007
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
61008
ZZtopBR
An MCP server enabling video processing via natural language: transcription wit…
N/A N/A
61009
com55
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
N/A N/A
61010
guolisen
A Kubernetes management MCP server that provides interfaces for getting informa…
N/A N/A
61011
Terahertz-Inc
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
61012
YogevKr
Provides an MCP-native agent browser that enables autonomous agents to perceive…
N/A N/A
61013
md-ammar-97
Enables appending formatted content to Google Docs and creating styled Gmail dr…
61014
oovz
MCP server for reading, querying, and filtering local JSON files with extended …
N/A N/A
61015
smartresponsor
network-mcp Claim
Enables supervised web form assistance with ChatGPT, opening pages visibly, dis…
N/A N/A
61016
nxxxsooo
Enables AI agents to publish articles to WeChat Official Account (微信公众号). Suppo…
N/A N/A
61017
manfredas370
Enables finding the best-sounding pressing of an album and mood- and taste-base…
61018
NetEngBuff
SplitwiseMCP Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
N/A N/A
61019
mykhlv
Gives LLMs full control over VS Code — click UI elements, type code, run comman…
N/A N/A
61020
adamconde
Self-hosted MCP server that aggregates personal health data from Google Health,…
61021
SMABoundless
Search 200M+ papers, authors, citations, and recommendations via Semantic Schol…
N/A N/A
61022
mkb-123
MCP server providing access to comprehensive UK school data from official gover…
61023
waqarkaleemkhan
decisions Claim
Verified US tax and money decision tools: verdict plus a pre-filled deep link t…
61024
AiAgentKarl
Enables AI agents to connect and interact with common business platforms like S…
81
61025
AStheTECH
Schedule smarter - create, search, and manage Google Calendar events through AI.
N/A N/A
61026
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
N/A N/A
61027
mathomhaus
guild Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
N/A N/A
61028
amerilain
MCP server for Polymarket prediction markets enabling query of markets, events,…
61029
PRojas01
Local governance layer for AI-assisted development, providing human authorizati…
N/A N/A
61030
InfraMCP
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
61031
chienchuanw
spotify-mcp Claim
Enables Claude to control Spotify playback, search tracks/albums/artists/playli…
N/A N/A
61032
LeonMare
vozclara Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
61033
RaulSaavedraDeLaRiera
Enables searching a knowledge base and asking grounded questions with hybrid re…
N/A N/A
61034
cicicalex
engine Claim
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
N/A N/A 75
61035
vdpeijl
web-docs-mcp Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
N/A N/A
61036
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
N/A N/A
61037
Nelson-PROIA
freebox-mcp Claim
A spec-driven MCP server that exposes the entire Freebox OS API as ~230 MCP too…
N/A N/A
61038
axel-belfort
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
N/A N/A 95
61039
TJ-Neary
CoreRag Claim
Enables Claude Desktop to perform local-first semantic search, ingest documents…
N/A N/A
61040
pipeworx-io
mcp-eur-lex Claim
Enables searching and quoting EU legislation with verifiable EUR-Lex citations,…
61041
Evan-Crx
7 tools for French open-data building permits (Sitadel, 311k rows, ~2M permits/…
N/A N/A
61042
junlyang
Enables sending Telegram messages via the Model Context Protocol. Supports text…
61043
ayzekhdawy
Enables querying the Quran, Tafsir (commentaries), and Hadith (sayings of Proph…
61044
Faceless0x7
Enables LLM agents to interact with and automate operations with the AdaptixC2 …
N/A N/A
61045
ironflowsh
mcp Claim
Tick-level Hyperliquid market data: fills, L4 book, funding, liquidations, smar…
N/A N/A 83
61046
Ryvonetwork
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actio…
N/A N/A
61047
basicbill
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, in…
N/A N/A
61048
blackboxfoundry
livedatalink Claim
182 real-time data tools across 36 domains: sanctions, SEC, courts, finance, cy…
61049
aerovfx
MCPaeroedu Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
N/A N/A
61050
Gino019
Enables AI assistants to interact with Enmask data masking tool via MCP tools f…
N/A N/A
Showing 61001–61050 of 64186 servers