MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1951
rmoriz
A Model Context Protocol (MCP) server that provides cached access to Munich Pub…
B 78 5⁄5 ◉ ⏳ 86 100 N/A 37 95 53
1952
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 5⁄5 ◉ ⏳ 100 58 — 51 77 93
1953
TheNomadInOrbit
Vision MCP Server ⚡ Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 5⁄5 ◉ ⏳ 86 72 — 46 81 95
1954
varunneal
Spotify MCP Server ⚡ Claim
A server that connects Claude with Spotify, allowing users to control playback,…
B 78 5⁄4 ◉ ⏳ 78 67 N/A 55 92 96
1955
gregario
brewers-almanack ⚡ Claim
A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop varieties,…
B 78 5⁄4 ◉ ⏳ 90 53 N/A 56 95 93
1956
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 5⁄5 ◉ ⏳ 92 68 — 65 76 85
1957
Eis4TY
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
B 78 5⁄5 ◉ ⏳ 84 82 — 57 81 80
1958
get2knowio
n8n MCP Server ⚡ Claim 1
Enables AI agents to create, retrieve, update, and manage n8n workflows through…
B 78 5⁄5 ◉ ⏳ 84 57 — 87 81 85
1959
HaithamOumerzoug
Keycloak MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of Keycloak users and r…
B 78 5⁄5 ◉ ⏳ 79 67 — 64 81 100
1960
PavelGuzenfeld
gemini ⚡ Claim
MCP server that exposes Google Gemini as tools for Claude Code
B 78 5⁄4 ◉ ⏳ 72 72 N/A 69 83 94
1961
RohanMuppa
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
B 78 5⁄4 ◉ ⏳ 63 71 N/A 75 92 91
1962
Kaina3
Debug-MCP ⚡ Claim
Enables AI assistants to perform interactive Python debugging with breakpoints,…
B 78 5⁄4 ◉ ⏳ 92 53 N/A 50 95 94
1963
Jutop
SSH Linux Control ⚡ Claim
Enables remote Linux VM management via SSH with automatic safety checks for des…
B 78 5⁄5 ◉ ⏳ 71 91 N/A 28 95 93
1964
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 6⁄6 ◉ ⏳ 84 70 95 28 81 93
1965
jae-jae
fetcher-mcp ⚡ Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 5⁄4 ◉ ⏳ 75 60 N/A 68 90 96
1966
WiseriaAI
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 78 5⁄4 ◉ ⏳ 76 61 N/A 59 92 98
1967
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 5⁄4 ◉ ⏳ 88 60 N/A 52 95 88
1968
corbat-tech
coding-standards ⚡ Claim
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
B 78 5⁄5 ◉ ⏳ 46 100 N/A 55 95 93
1969
minbang930
Youtube Vision MCP ⚡ Claim
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
B 78 5⁄5 ◉ ⏳ 84 77 — 46 80 95
1970
runablehq
mobile-mcp ⚡ Claim
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
B 78 5⁄4 ◉ ⏳ 66 66 N/A 63 95 99
1971
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
B 78 5⁄4 ◉ ⏳ 96 50 N/A 50 95 90
1972
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 5⁄5 ◉ ⏳ 100 42 N/A 75 81 93
1973
stanislavlysenko0912
todoist-mcp ⚡ Claim
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
B 78 5⁄4 ◉ ⏳ 84 70 — 53 91 86
1974
Coding-Solo
godot-mcp ⚡ Claim 2
A MCP server for interacting with the Godot game engine, providing tools for ed…
B 78 5⁄4 ◉ ⏳ 81 58 N/A 59 90 100
1975
Jrigada
foundry-zksync ⚡ Claim
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
B 78 5⁄4 ◉ ⏳ 72 72 N/A 55 92 94
1976
crunchtools
MCP Workboard ⚡ Claim
Secure MCP server for WorkBoard OKR and strategy execution platform
B 78 5⁄5 ◉ ⏳ 62 82 N/A 50 95 99
1977
mstfe
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
B 78 5⁄5 ◉ ⏳ 90 68 — 40 81 99
1978
lev-corrupted
Travel MCP Server ⚡ Claim
A comprehensive travel aggregation server that enables AI assistants to search …
B 78 5⁄5 ◉ ⏳ 100 52 — 53 81 97
1979
finianoneill
A production-ready Model Context Protocol server that provides mathematical cal…
B 78 5⁄4 ◉ ⏳ 90 58 N/A 37 95 100
1980
robobobby
mcp-nordic ⚡ Claim 1
Provides access to a suite of Nordic data tools covering Danish business record…
B 78 5⁄5 ◉ ⏳ 90 75 — 30 83 96
1981
packetnomad
Provides access to Linear's issue tracking system through a standardized Model …
B 78 5⁄5 ◉ ⏳ 92 68 — 41 82 94
1982
sachdev27
Enables AI assistants and automation platforms to interact with Dell PowerStore…
B 78 5⁄5 ◉ ⏳ 100 66 — 51 76 88
1983
MCPJam
inspector Claim
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP ap…
B 78 5⁄5 ◉ ⏳ 78 62 N/A 71 82 97
1984
nsxdavid
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
B 78 5⁄5 ◉ ⏳ 60 71 — 87 82 100
1985
antvis
mcp-server-antv ⚡ Claim 1
🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…
B 78 5⁄4 ◉ ⏳ 75 65 N/A 68 95 88
1986
ExpertVagabond
ordinals ⚡ Claim 3
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
B 78 5⁄5 ◉ ⏳ 90 100 N/A 73 70 47
1987
prtc
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
B 78 5⁄5 ◉ ⏳ 94 66 — 44 81 95
1988
mjrestivo16
Enables AI assistants to interact with Home Assistant smart home devices throug…
B 78 5⁄5 ◉ ⏳ 94 68 — 37 80 97
1989
pydantic
MCP Run Python ⚡ Claim
Enables secure execution of Python code in a sandboxed WebAssembly environment …
B 78 5⁄5 ◉ ⏳ 86 55 — 79 81 92
1990
MushroomFleet
Transform your ordinary story content into rich, detailed narratives. Enhance y…
B 78 5⁄4 ◉ ⏳ 86 60 N/A 48 91 100
1991
cesco345
Search, book, and manage scientific research equipment across 500+ STEM core fa…
B 78 6⁄6 ◉ ⏳ 78 86 93 23 81 92
1992
tcehjaava
TMDB MCP Server ⚡ Claim 1
Provides access to The Movie Database (TMDB) API, enabling users to search for …
B 78 5⁄4 ◉ ⏳ 79 73 — 56 77 99
1993
ohnicholas93
Enables AI assistants to interact with Payload CMS instances through authentica…
B 78 5⁄5 ◉ ⏳ 96 68 — 43 81 90
1994
vaibhavAtlys
Enables LLMs to control cloud browsers for web automation, data extraction, scr…
B 78 5⁄5 ◉ ⏳ 90 100 — 45 81 59
1995
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 5⁄5 ◉ ⏳ 100 41 N/A 73 81 95
1996
cexll
BMAD-MCP ⚡ Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 5⁄5 ◉ ⏳ 90 100 N/A 25 95 58
1997
knowall-ai
Enables AI agents to store, retrieve, and connect information in a Neo4j graph …
B 78 5⁄5 ◉ ⏳ 94 58 — 56 82 91
1998
0800tim
AIVA MCP Server ⚡ Claim
Connects AI coding assistants to AIVA's customer intelligence and Shopify store…
B 78 5⁄5 ◉ ⏳ 94 62 — 47 81 100
1999
Zabaca
Pane Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
B 78 5⁄4 ◉ ⏳ 90 70 N/A 26 95 96
2000
vyb1ng
Plex MCP Server ⚡ Claim
Enables search, browsing, and management of Plex media libraries including movi…
B 78 5⁄5 ◉ ⏳ 92 66 — 54 77 94
Showing 1951–2000 of 68965 servers
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