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
2051
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2052
aiyogg
tinypng-mcp-server Claim
Use TinyPNG via MCP
B 78 55 90 65 50 80 96
2053
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
2054
mhalder
qdrant-mcp-server Claim 1
MCP server for semantic search using local Qdrant vector database and OpenAI em…
B 78 54 94 36 N/A 83 95 85
2055
batprem
SET-MCP Claim
Provides access to the Securities Exchange of Thailand (SET) to retrieve compre…
B 78 55 84 82 43 81 88
2056
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2057
Suparn7
This server provides database access capabilities to Claude, supporting SQLite,…
B 78 54 84 58 N/A 49 95 100
2058
OrionPotter
Enables AI assistants to interact with Meilisearch through a standardized inter…
B 78 55 88 100 56 80 51
2059
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
2060
YuChenSSR
multi-ai-advisor Claim
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
B 78 55 68 100 N/A 53 90 73
2061
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 55 72 82 N/A 46 95 90
2062
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
2063
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
2064
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2065
larsenweigle
A FastMCP server that enables AI assistants to extract structured information f…
B 78 55 80 82 46 81 91
2066
opendedup
Transforms high-level business intents into structured Data Product Requirement…
B 78 55 96 58 44 82 100
2067
GannaChernyshova
jetbrains Claim 2
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
B 78 55 75 95 51 77 84
2068
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
2069
blockrunai
blockrun-mcp Claim 1
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. …
B 78 55 88 72 50 80 90
2070
hi5d
AMC MCP Server Claim
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
B 78 55 78 82 39 81 99
2071
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
2072
Jeetinida
Provide real-time stock prices, historical stock data, stock-related news, and …
B 78 54 84 68 N/A 47 89 94
2073
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
2074
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
2075
Cortivium
cortivium Claim
Create persistent AI tools through conversation. Ghost Skills turn plain-langua…
B 78 54 100 41 N/A 60 87 96
2076
evalstate
fast-agent Claim 1
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
B 78 54 66 70 N/A 86 92 79
2077
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
2078
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
2079
Kealu-Inc
Enables users to manage and read Substack content directly within Claude, inclu…
B 78 54 90 66 N/A 39 92 93
2080
mstfe
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
B 78 55 90 68 40 81 99
2081
nsxdavid
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
B 78 55 60 71 87 82 100
2082
drrodingo-del
BlenderMCP Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 44 95 96
2083
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
2084
az9713
Enables AI assistants to access Hacker News content through 9 comprehensive too…
B 78 55 94 75 23 81 100
2085
stanislavlysenko0912
todoist-mcp Claim
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
B 78 54 84 70 53 91 86
2086
mcpfinder
MCPfinder Server Claim
Enables AI assistants to discover, retrieve details about, and manage MCP (Mode…
B 78 55 90 71 56 76 88
2087
ARadRareness
mcp-registry Claim 1
A central registry and HTTP interface for coordinating Model Context Protocol (…
B 78 54 90 61 N/A 40 87 100
2088
ah-wq
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
B 78 55 90 100 N/A 46 95 40
2089
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
2090
nguyenanhducs
fpl-mcp-server Claim 1
An MCP server that provides Fantasy Premier League analysis and strategy tools.
B 78 54 63 65 N/A 81 94 94
2091
pchalupa
SVGR MCP Server Claim 1
Converts SVG content into React components with configurable options including …
B 78 55 78 100 N/A 57 95 48
2092
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 55 90 100 N/A 49 95 39
2093
knowall-ai
Neo4j Agent Memory enables AI assistants to build and query persistent knowledg…
B 78 55 94 58 N/A 56 82 91
2094
merajmehrabi
Puppeteer MCP Server Claim 1
Enables browser automation with Puppeteer, supporting navigation, form interact…
B 78 55 90 82 N/A 71 95 43
2095
grafana
loki-mcp Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 54 72 67 N/A 56 95 100
2096
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
2097
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 55 100 42 N/A 75 81 93
2098
EfrainTorres
Local-first MCP server for Quo/OpenPhone automation across messaging, calls, co…
B 78 54 72 75 N/A 54 90 94
2099
yc9yc
Spider MCP Claim
Enables web searching and webpage scraping using pure crawler technology withou…
B 78 54 94 61 N/A 43 90 94
2100
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
Showing 2051–2100 of 30006 servers
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