MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60951
PramodDutta
qaskills Claim
Search, inspect, and install 400+ QA testing skills from qaskills.sh into any M…
N/A N/A
60952
rjeans
Provides read-only access to Banktivity 8 personal finance databases, enabling …
N/A N/A
60953
elizabethsiegle
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
60954
iflow-mcp
mcp-hydra Claim
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
N/A N/A
60955
guoguo0216
Provides real-time A-share stock quotes and historical K-line data via public A…
60956
olyjoshe
Enables Claude to access BlitzAPI's B2B data endpoints, allowing sales reps to …
60957
Aomala
SEC-MCP Claim
MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware fina…
60958
radostkali
Enables GitLab integration through MCP, supporting code review and project mana…
N/A N/A
60959
qirabot
@qirabot/mcp Claim
Enables AI assistants to control mobile and desktop devices with natural langua…
60960
BANCS-Norway
A flexible MCP server enabling multiple Claude AI sessions to coordinate work a…
60961
karlost
MCP server for Freelo project management API, enabling task and project managem…
60962
kakunin-ai
kakunin-mcp Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
60963
drifthoundhq
Enables Claude to discover and understand infrastructure-as-code drift by listi…
60964
alexfu
mcp-ynab Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
60965
pipeworx-io
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
60966
rajkumaranbu07
cf-ai Claim
N/A N/A 95
60967
diegobit
MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching,…
N/A N/A
60968
dtlele
Enables browser automation using Playwright, including navigation, screenshots,…
N/A N/A
60969
bis-code
Transcribe audio/video files using Groq-hosted Whisper with word-level timestam…
N/A N/A
60970
pickstar-2002
Enables comprehensive video file analysis including extracting metadata, stream…
N/A N/A 95
60971
bailur
Enables AI assistants to validate and standardize US addresses using the offici…
60972
humanjesse
Enables AI agents to access Thunderbird email, contacts, and calendars through …
N/A N/A
60973
IFTTT
Automate 1,000+ services from any MCP-compatible AI agent: build Applets, run a…
60974
ars-system
Provides secure OAuth2-based credential management for MCP servers, allowing ag…
N/A N/A
60975
rmc8
Retrieves daily health, fitness, and activity statistics from Garmin Connect an…
60976
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
N/A N/A
60977
cunicopia-dev
ebay-mcp Claim
Search eBay and get real price data, straight from an AI agent.
60978
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
60979
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
60980
aumsuthar
Gives Claude direct access to an Obsidian vault, enabling read, write, search, …
N/A N/A
60981
brssignals
Provides real-time Bitcoin market regime detection by fusing on-chain, derivati…
60982
Morphicai
harness-fe Claim
A source-aware MCP server that connects AI agents to browser and server runtime…
60983
kerbelp
metatron Claim
Self-hosted codebase priors and conventions server. Captures codebase design pa…
N/A N/A
60984
inoyu-dev
Enables Claude to manage user profiles, consents, and context via Apache Unomi …
60985
xiaok
Enable dynamic interaction with Etherscan's blockchain data and services throug…
N/A N/A 95
60986
marzukia
charted Claim
Zero-dependency chart server that renders bar, line, pie, scatter, and more fro…
N/A N/A
60987
artiomdiu
mastra-test Claim
N/A N/A 95
60988
igoforth
MCP server exposing 47 Polymarket API tools for AI assistants. Covers the full …
60989
mizulike
vapi-ai-mcp Claim
N/A N/A 95
60990
cubicecho
Converts a GraphQL schema into MCP tools, allowing AI to discover and call Grap…
60991
fy2ne
WeaveTab-MCP Claim
The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via…
N/A N/A
60992
brewek
Enables LLMs to fetch game prices, historical lows, and bundles from gg.deals.
60993
itroyano
Enables lab managers and developers to perform OpenShift Partner Labs operation…
60994
shariqriazz
Enables searching and downloading photos from Unsplash via the Unsplash API, wi…
N/A N/A
60995
yumeminami
Enables issue-to-code automation for GitHub and GitLab by connecting AI assista…
N/A N/A
60996
pipeworx-io
Enables AI agents to query the Semantic Scholar Academic Graph for scholarly pa…
60997
goodwokdev
op-mcp Claim
Enables to manage 1Password resources including vaults, items, documents, users…
N/A N/A
60998
coddingtonbear
Built-in MCP server that gives AI agents direct access to an Obsidian vault for…
N/A N/A
60999
isteamhq
MCP server for Hacker News that enables AI agents to search stories, read comme…
61000
Sannnao
Enables AI agents to perform semantic search over React Native documentation, r…
N/A N/A
Showing 60951–61000 of 66475 servers