MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2101
ohnicholas93
Enables AI assistants to interact with Payload CMS instances through authentica…
B 78 55 96 68 43 81 90
2102
hmumixaM
Enables interaction with USCardForum, a Discourse-based community focused on US…
B 78 55 72 100 29 81 95
2103
batprem
SET-MCP Claim
Provides access to the Securities Exchange of Thailand (SET) to retrieve compre…
B 78 55 84 82 43 81 88
2104
rajesh-siliconvalleycloudit
Enables AI assistants to search through structured databases and unstructured c…
B 78 55 84 75 47 81 93
2105
sbergeron42
gdb-multiarch-mcp Claim 2
An MCP server providing direct access to gdb-multiarch for debugging Nintendo S…
B 78 44 69 N/A N/A 45 95 95
2106
svnscha
mcp-windbg Claim 1
A Model Context Protocol server for Windows crash dump analysis using WinDBG/CDB
B 78 54 71 61 N/A 97 80 92
2107
charlesfrisbee
Enables creation of Garmin Connect workouts using natural language descriptions…
B 78 54 94 66 N/A 27 91 96
2108
2001Y
CodeRabbit CLI MCP Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 54 78 72 N/A 52 90 92
2109
libralm-ai
Search a growing library of professionally summarized books. Read comprehensive…
B 78 55 84 66 N/A 54 80 100
2110
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2111
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
2112
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2113
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 55 100 42 N/A 75 81 93
2114
roizenlabs
SportIntel MCP Server Claim 1
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
B 78 55 90 72 48 80 90
2115
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 54 90 30 N/A 82 94 96
2116
Stig-Johnny
cutie-mcp Claim
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
B 78 55 94 67 37 81 97
2117
aiyogg
tinypng-mcp-server Claim
Use TinyPNG via MCP
B 78 55 90 65 50 80 96
2118
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2119
markswendsen-code
HelloFresh MCP Server Claim 1
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
B 78 54 90 72 N/A 30 87 100
2120
OrionPotter
Enables AI assistants to interact with Meilisearch through a standardized inter…
B 78 55 88 100 56 80 51
2121
Tanush1912
Mnemos Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
B 78 54 94 57 N/A 40 90 98
2122
Nabeelshar
FastAPI MCP Server Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 54 81 70 N/A 45 90 99
2123
nsxdavid
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
B 78 55 60 71 87 82 100
2124
nilsir
MCP Server MySQL Claim
Enables LLMs to interact with MySQL databases through standardized protocol, su…
B 78 55 76 100 42 81 81
2125
lgazo
Draw.io MCP Server Claim
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
B 78 55 74 57 91 80 98
2126
AIYA861202
Figma MCP Server Claim
Enables AI assistants like Cursor to interact with Figma designs programmatical…
B 78 54 78 67 N/A 42 95 100
2127
stanislavlysenko0912
todoist-mcp Claim
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
B 78 54 84 70 53 91 86
2128
hi5d
AMC MCP Server Claim
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
B 78 55 78 82 39 81 99
2129
ThirdGuard
Etherscan Tools Claim 1
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
B 78 55 94 62 N/A 43 82 100
2130
Kealu-Inc
Enables users to manage and read Substack content directly within Claude, inclu…
B 78 54 90 66 N/A 39 92 93
2131
larsenweigle
A FastMCP server that enables AI assistants to extract structured information f…
B 78 55 80 82 46 81 91
2132
w8s
w8s-astro-mcp Claim 1
Astrological MCP server: natal charts, transits, aspects, composite & Davison c…
B 78 55 66 91 N/A 45 95 85
2133
astronomer
astro-airflow-mcp Claim 2
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
B 78 55 63 82 69 82 98
2134
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2135
grafana
loki-mcp Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 54 72 67 N/A 56 95 100
2136
mstfe
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
B 78 55 90 68 40 81 99
2137
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 55 85 72 57 81 89
2138
siva-sub
Ghost CMS MCP Server Claim 1
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
B 78 55 90 67 49 80 97
2139
07freedom
M-Team MCP Server Claim
Enables AI assistants to interact with the M-Team private torrent tracker API f…
B 78 55 68 82 68 80 95
2140
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 55 72 82 N/A 46 95 90
2141
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2142
artmann
package-registry-mcp Claim 1
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
B 78 54 67 61 N/A 70 95 100
2143
joe-watkins
aria-mcp Claim 1
Provides comprehensive access to the W3C WAI-ARIA specification for querying ro…
B 78 55 94 70 34 83 97
2144
Master-Frank
XMind AI MCP Claim 1
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
B 78 55 90 82 57 81 73
2145
kimmywork
MCP MyZ Search Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 54 78 75 N/A 45 95 91
2146
quazaai
A server that enables AI assistants to understand and interact with Unity proje…
B 78 55 86 62 66 77 98
2147
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 55 86 57 69 81 99
2148
mcpfinder
MCPfinder Server Claim
Enables AI assistants to discover, retrieve details about, and manage MCP (Mode…
B 78 55 90 71 56 76 88
2149
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 54 94 60 N/A 34 90 99
2150
Krishanu-das-05
MCP Server Claim
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
B 78 55 84 75 40 81 100
Showing 2101–2150 of 30006 servers
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