MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29482
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
451
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
452
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
453
kiransth77
AionMCP Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
B 83 54 90 61 N/A 74 92 95
454
VladyslavMykhailyshyn
Provides seamless access to official Ukrainian government statistics from the S…
B 83 55 86 100 46 84 86
455
rashidazarang
airtable-mcp Claim
Connect AI tools directly to Airtable. Query, create, update, and delete record…
B 83 55 90 72 85 80 90
456
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
457
alvinveroy
CodeCompass Claim
Helps developers tackle legacy codebases by giving AI coding assistants context…
B 83 54 94 58 76 90 98
458
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
459
danield137
mcp-workflowy Claim
mcp-workflowy
B 83 55 80 100 72 81 78
460
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
461
vercel
next-devtools-mcp Claim
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
B 83 55 92 82 N/A 59 95 77
462
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
463
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
464
mapbox
mcp-docs-server Claim 1
AI access to Mapbox docs, API references, style specs, and guides. No token req…
B 83 66 69 96 93 59 81 95
465
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
466
rog0x
schema Claim 1
JSON Schema, TypeScript types, mocks for AI agents
B 83 44 94 N/A N/A 35 95 94
467
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
468
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
469
MatiousCorp
Google Ad Manager API integration for managing campaigns, orders, line items, c…
B 83 55 94 82 53 81 98
470
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
471
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
472
longngo192
Enables AI assistants to search and access Google Cloud Platform documentation …
B 83 55 84 100 47 81 94
473
ptylr
Enables quality checking and content management for websites through the Crownp…
B 83 55 94 70 65 81 99
474
MagneticDogSon
fixflow Claim
Collective memory for AI agents. One agent solves a bug — every agent gets the …
B 83 66 94 66 98 62 81 90
475
bintocher
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
B 83 55 84 100 72 81 75
476
ammawla
ENCODE Toolkit Claim
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
B 83 55 88 74 N/A 68 95 87
477
JordanGunn
gdal-mcp Claim 2
Model Context Protocol server that packages GDAL-style geospatial workflows thr…
B 83 55 75 82 N/A 85 83 91
478
anish632
Ground Truth Claim
Live fact-checks for AI agents: endpoints, security headers, pricing, claims, c…
B 83 66 90 70 96 54 80 98
479
lapfelix
XcodeMCP Claim
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
B 83 54 96 51 N/A 73 95 100
480
serenichron
mcp-cloudron Claim 2
An MCP server for managing Cloudron instances that enables monitoring and contr…
B 83 55 81 100 59 81 89
481
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
482
benborla
mcp-server-mysql Claim
MySQL database integration in NodeJS with configurable access controls and sche…
B 83 55 94 66 86 80 91
483
maestro-org
Maestro MCP Server Claim
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
B 83 66 92 66 96 66 86 88
484
Morfeu333
NotebookLM MCP Server Claim 1
Enables interaction with Google's NotebookLM via the Model Context Protocol to …
B 83 55 88 82 58 80 99
485
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
486
s-morgan-jeffries
apple-mail-mcp Claim 1
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
B 83 55 82 82 N/A 51 95 100
487
langchain-ai
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
B 83 54 72 73 N/A 80 95 100
488
dweekly
quicken-mac-mcp Claim
Read-only access to Quicken For Mac financial data: transactions, spending, and…
B 83 55 70 100 N/A 79 81 84
489
tdisawas0github
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
B 83 55 78 100 N/A 25 95 100
490
Sandip124
wisegit Claim
Extracts decision intent from git history and protects intentional code from AI…
B 83 44 72 N/A N/A 76 95 89
491
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
492
storybookjs
Enables AI agents to interact with Storybook by exposing UI component informati…
B 83 54 84 68 N/A 77 95 92
493
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
494
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
495
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
496
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 66 81 96 73 72 82 92
497
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
498
Jane-xiaoer
A version management server for MCP skills that enables automated update detect…
B 83 54 94 65 N/A 55 95 100
499
rog0x
math Claim
Calculator, units, statistics for AI agents
B 83 44 90 N/A N/A 40 95 96
500
timescale
tiger-cli Claim
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP ser…
B 83 54 96 66 N/A 77 83 93
Showing 451–500 of 44165 servers
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