MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2301
JustAzul
web-scrapper-stdio Claim
A headless web scraping server that extracts main content from web pages into M…
B 78 55 90 65 55 82 94
2302
pam-supastellar
Connects CashChat financial data to AI assistants, enabling users to manage tra…
B 78 55 90 72 32 82 99
2303
LayeSec006
pentest-mcp-server Claim
MCP server for penetration testing
B 78 55 92 61 N/A 49 81 98
2304
supermemoryai
Apple MCP Server Claim
Enables interaction with Apple apps like Messages, Notes, and Contacts through …
B 78 55 90 58 N/A 66 76 97
2305
jhirono
A Model Context Protocol service for Claude that enables natural language inter…
B 78 55 72 100 22 81 100
2306
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 55 85 72 57 81 89
2307
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
2308
apetta
Enables creation of infrastructure and architecture diagrams as code using the …
B 78 55 72 87 59 81 87
2309
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
2310
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2311
TCoder920x
Enables AI assistants to search and analyze legal documents from multiple juris…
B 78 55 90 66 46 81 98
2312
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 55 78 73 64 82 92
2313
vrllrv
junto-mcp Claim
Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…
B 78 54 84 61 50 95 93
2314
gmkung
Enables retrieval of comprehensive Kleros court dispute data including meta-evi…
B 78 55 100 71 23 81 96
2315
gmen1057
Enables AI assistants to search job vacancies, manage resumes, and apply to job…
B 78 55 94 60 48 81 98
2316
antvis
mcp-server-antv Claim 1
🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…
B 78 54 75 65 N/A 68 95 88
2317
hexitex
MCP Backup Server Claim
A specialized server that provides backup and restoration capabilities for AI a…
B 78 55 90 62 50 81 100
2318
shannonlal
Postman MCP Server Claim
Enables running Postman collections using Newman for conducting API tests and o…
B 78 55 96 100 61 82 39
2319
stilllovee
Provides tools for executing shell commands both synchronously and asynchronous…
B 78 55 78 100 N/A 29 95 74
2320
shinpr
mcp-local-rag Claim 1
Privacy-first document search server running entirely locally. Supports semanti…
B 78 54 100 35 N/A 85 82 92
2321
Mohamed-Elnahla
revit-mcp Claim 1
Enables AI assistants to interact with Autodesk Revit to query project data, ma…
B 78 55 78 100 N/A 50 82 72
2322
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 54 90 63 N/A 30 95 99
2323
MasonChow
Parse JavaScript error stack traces back to original source code using source m…
B 78 55 54 82 N/A 77 90 92
2324
reza-gholizade
A Kubernetes Model Context Protocol (MCP) server that provides tools for intera…
B 78 55 88 51 79 81 92
2325
Neksi11
Ruledex Claim
MCP Server which can get your AI's to Code in an Production level state.
B 78 54 90 70 N/A 32 89 95
2326
raidenrock
Enables AI assistants to interact with USCardForum, a Discourse-based community…
B 78 55 72 100 31 80 94
2327
ElonJask
Reqable MCP Server Claim 2
Exposes local Reqable network capture traffic to MCP clients for real-time moni…
B 78 55 68 82 N/A 64 92 80
2328
msdanyg
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
B 78 54 94 60 N/A 43 92 92
2329
mcpfinder
MCPfinder Server Claim
Enables AI assistants to discover, retrieve details about, and manage MCP (Mode…
B 78 55 90 71 56 76 88
2330
mikechao
balldontlie-mcp Claim
MCP server that integrates balldontlie api to provide information about players…
B 78 54 66 66 N/A 69 91 100
2331
Nipurn123
DuckDuckGo MCP Server Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 55 94 62 48 80 100
2332
fborello
MCP Spotify Server Claim
Enables interaction with Spotify through LLMs using OAuth2 authentication. Supp…
B 78 54 72 71 N/A 53 95 96
2333
devload
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
B 78 55 100 68 26 81 97
2334
rmoriz
A Model Context Protocol (MCP) server that provides cached access to Munich Pub…
B 78 55 86 100 N/A 37 95 53
2335
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2336
yujiseok
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…
B 78 44 60 N/A N/A 67 95 93
2337
tanevanwifferen
DocsScraper Claim
Scrape documentation for libraries and API's
B 78 54 96 71 N/A 21 95 91
2338
0xBigBoss
Tilt MCP Server Claim
Enables AI assistants to interact with Tilt development workflows, including mo…
B 78 55 96 60 42 81 99
2339
adamydwang
Use Nano Banana Pro to generate image from text prompt and edit image
B 78 54 90 46 N/A 58 95 95
2340
agentic-community
openapi-to-mcp Claim
Transform OpenAPI specifications into production-ready MCP servers with AI-po…
B 78 54 100 43 N/A 54 95 88
2341
Natfii
UE5 MCP Server Claim 1
Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…
B 78 55 71 87 N/A 26 95 100
2342
sgriffin-magnoliacap
Enables read-only interaction with Snowflake databases through SQL queries, sch…
B 78 55 84 66 55 81 99
2343
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2344
GodisinHisHeaven
Enables interaction with USCardForum, a Discourse-based community for US credit…
B 78 55 72 100 29 81 97
2345
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2346
MarcusJellinghaus
MCP File System Server: A secure Model Context Protocol server that provides fi…
B 78 54 84 41 N/A 71 95 99
2347
Automattic
Provides official access to Gravatar profiles, avatars, and AI-inferred interes…
B 78 55 62 100 57 81 84
2348
roddutra
Agent MCP Gateway Claim
On-demand tool discovery for all your MCPs and per-subagent MCP controls to pre…
B 78 54 94 63 N/A 75 95 59
2349
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2350
K-Dense-AI
claude-skills-mcp Claim
Intelligent search capabilities to let every model and client use [Claude Agent…
B 78 55 94 58 64 80 92
Showing 2301–2350 of 67181 servers
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