MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29482
Scored
2111
Verified
16952
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
401
Rootly-AI-Labs
Rootly MCP server Claim 1
Manage incidents from your IDE. An MCP server allowing to pull out incidents an…
B 83 66 84 66 94 78 81 96
402
es617
ble-mcp-server Claim 1
Let AI agents interact with real BLE hardware — scan, connect, read, write, and…
B 83 55 90 74 N/A 84 92 72
403
0xK3vin
MegaMemory Claim
An MCP server that lets coding agents build and query a persistent knowledge gr…
B 83 54 76 73 N/A 84 92 91
404
blade47
ShadowGit MCP Server Claim 1
Provides AI assistants with secure, read-only access to ShadowGit repositories …
B 83 54 100 60 N/A 61 92 94
405
laststance
mac-mcp-server Claim
Enables AI assistants to automate macOS through AppleScript and JXA by providin…
B 83 54 84 71 N/A 65 95 97
406
ivo-toby
Enables efficient content retrieval from Contentful's Content Delivery API usin…
B 83 55 100 68 58 81 99
407
jasonleinart
arxiv-mcp-server Claim 1
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
B 83 55 94 91 49 83 88
408
subeshb1
agenite Claim
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
B 83 54 88 62 N/A 71 95 97 MD
409
tdisawas0github
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
B 83 55 78 100 N/A 25 95 100
410
Ansvar-Systems
irish-law-mcp Claim
Irish legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 93
411
kiransth77
AionMCP Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
B 83 54 90 61 N/A 74 92 95
412
cyanheads
mcp-ts-core Claim
Agent-native TypeScript framework for building MCP servers with declarative def…
B 83 54 84 75 N/A 70 92 90
413
fetter-io
Fetter MCP Claim
Real-time Python package and vulnerability data for AI coding agents.
B 83 66 96 80 98 31 81 93
414
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
415
jhlee0409
Elenchus MCP Server Claim 1
An adversarial code verification system that uses a Verifier-Critic debate loop…
B 83 55 90 82 N/A 73 95 69
416
unulu-ai
unulu Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
B 83 66 92 84 99 37 81 91
417
ZooTi9er
Exa MCP Server Claim 1
Connects AI assistants to Exa AI's search capabilities, enabling web search, co…
B 83 66 90 80 97 47 80 91
418
southleft
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
B 83 55 84 82 N/A 59 95 90
419
Ansvar-Systems
mexican-law-mcp Claim
Mexican legislation via MCP — full-text search across statutes and provisions
B 83 54 75 93 N/A 46 95 95
420
Ansvar-Systems
nepal-law-mcp Claim 1
Nepal legislation via MCP -- full-text search across statutes and provisions
B 83 64 92 73 87 46 95 93
421
Ansvar-Systems
slovenian-law-mcp Claim
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
B 83 54 71 92 N/A 63 95 89
422
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 66 81 96 73 72 82 92
423
PhilflowIO
dav-mcp Claim
AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, …
B 83 54 90 71 N/A 67 92 93
424
longngo192
Enables AI assistants to search and access Google Cloud Platform documentation …
B 83 55 84 100 47 81 94
425
AdirAmsalem
MCP-IT Fastify Claim
A Fastify plugin that automatically converts API routes into Model Context Prot…
B 83 55 100 72 67 81 86
426
rashidazarang
airtable-mcp Claim
Connect AI tools directly to Airtable. Query, create, update, and delete record…
B 83 55 90 72 85 80 90
427
floriscornel
teams-mcp Claim 1
MCP server providing comprehensive Microsoft Teams and Graph API access for AI …
B 83 55 67 100 N/A 73 81 92
428
Airpote
Search and retrieve Avalanche blockchain documentation for building on AVAX.
B 83 66 100 66 94 55 81 94
429
noops888
Provides search capabilities for Cloudflare AutoRAG instances, enabling AI assi…
B 83 55 100 62 63 83 100
430
Ansvar-Systems
tunisian-law-mcp Claim 1
Tunisia legislation via MCP -- full-text search across statutes and provisions
B 83 66 92 73 97 51 82 93
431
danield137
mcp-workflowy Claim
mcp-workflowy
B 83 55 80 100 72 81 78
432
domdomegg
Computer Use Claim
Control your computer with screenshots, mouse, and keyboard automation.
B 83 54 84 70 N/A 77 95 90
433
pomerium
A starter template for building MCP apps with React widgets, featuring tool exe…
B 83 54 90 71 52 95 100
434
Higangssh
homebutler Claim
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
B 83 55 94 62 N/A 80 82 99
435
n24q02m
Knowledge graph for token-efficient code reviews -- fixed search, configurable …
B 83 44 76 N/A N/A 86 83 91
436
p1va
symbols Claim
MCP server to read, inspect and troubleshoot codebase symbols
B 83 54 88 58 N/A 76 95 97
437
ball2jh
nist-mcp Claim
Provides structured access to the full NIST cybersecurity catalog, including SP…
B 83 44 84 N/A N/A 45 95 98
438
softeria
ms-365-mcp-server Claim
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite …
B 83 55 90 70 81 77 99
439
FlashAlpha-lab
flashalpha Claim
Real-time options analytics: GEX, exposure, greeks, volatility, VRP for US equi…
B 83 66 80 100 88 39 81 96
440
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
441
AustinRyan
claude-mcp-tunnel Claim
MCP server that detects project frameworks (25+), starts dev servers, and creat…
B 83 44 70 N/A N/A 71 95 95
442
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
443
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
444
VladyslavMykhailyshyn
Provides seamless access to official Ukrainian government statistics from the S…
B 83 55 86 100 46 84 86
445
JustinBeckwith
gongio-mcp Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 54 73 76 N/A 79 95 96
446
Stig-Johnny
TOTP MCP Server Claim
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
B 83 54 94 66 N/A 54 95 100
447
kkaminsk
Packager-MCP Claim
Transforms AI assistants into expert Windows application packaging assistants f…
B 83 54 96 63 N/A 64 95 90
448
rog0x
math Claim
Calculator, units, statistics for AI agents
B 83 44 90 N/A N/A 40 95 96
449
rog0x
schema Claim 1
JSON Schema, TypeScript types, mocks for AI agents
B 83 44 94 N/A N/A 35 95 94
450
executeautomation
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
B 83 54 100 58 N/A 64 90 100
Showing 401–450 of 44165 servers
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