MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
501
scopeblind
protect-mcp Claim
Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. D…
B 83 44 81 N/A N/A 47 95 99
502
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
503
dagger
Containerized environments for coding agents. Multiple agents can work independ…
B 83 54 84 67 N/A 87 90 92
504
Tapiocapioca
memvid-mcp Claim 1
An MCP server that provides a persistent memory layer for AI agents by wrapping…
B 83 55 73 100 N/A 48 95 89
505
chhavimishra
Search ethical, origin-verified products and brands by country of origin
B 83 54 100 55 N/A 69 94 95
506
AiondaDotCom
mcp-salesforce Claim 1
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
B 83 54 96 68 N/A 58 90 94
507
SanderMoon
local-brain Claim
A CLI tool for managing projects
B 83 44 68 N/A N/A 71 95 99
508
k2wanko
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
B 83 54 86 65 N/A 69 92 99
509
VladyslavMykhailyshyn
Provides seamless access to official Ukrainian government statistics from the S…
B 83 55 86 100 46 84 86
510
bshandley
Homelab MCP Server Claim
Enables Claude to monitor and manage homelab infrastructure including Docker co…
B 83 55 100 100 30 81 84
511
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
512
SnowLeopard-AI
bigquery-mcp Claim
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
B 83 54 90 57 N/A 69 95 100
513
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
514
homeassistant-ai
ha-mcp Claim
Comprehensive Model Context Protocol server for managing Home Assistant through…
B 83 54 78 70 N/A 92 88 93
515
Joseph19820124
Enables access to AWS documentation through natural language by fetching and co…
B 83 55 84 100 45 82 92
516
storybookjs
Enables AI agents to interact with Storybook by exposing UI component informati…
B 83 54 84 68 N/A 77 95 92
517
MicrosoftDocs
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
B 83 66 90 80 96 45 81 93
518
Ansvar-Systems
uk-law-mcp Claim
UK legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 92
519
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
520
maxscheijen
MCP Yahoo Finance Claim 1
A Model Context Protocol server that enables interaction with Yahoo Finance to …
B 83 55 96 100 74 94 42
521
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
522
noops888
Provides search capabilities for Cloudflare AutoRAG instances, enabling AI assi…
B 83 55 100 62 63 83 100
523
douglasborthwick-crypto
mcp-server-insumer Claim
On-chain attestation across 31 blockchains. 25 tools: ECDSA-signed verification…
B 83 55 78 100 66 78 90
524
ozanmutlu
gitlab-docs Claim
GitLab documentation search for AI assistants via Model Context Protocol (MCP)
B 83 54 86 72 N/A 67 95 93
525
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
526
daniel-levesque
Provides tools to access AWS documentation, search for content, and get recomme…
B 83 55 72 100 N/A 46 95 92
527
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
528
AnkleBreaker-Studio
unity-mcp-server Claim
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
B 83 55 96 65 N/A 68 95 88
529
damionrashford
RivalSearchMCP Claim
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platfor…
B 83 66 94 82 88 52 80 90
530
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
531
PaulieB14
graph-lending-mcp Claim
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
B 83 55 72 100 64 95 77
532
CoMfUcIoS
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
B 83 54 94 65 N/A 54 95 97
533
guodaxia9527
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
B 83 44 78 N/A N/A 57 95 96
534
isaachansen
Wiki OSRS MCP Claim
Provides access to Old School RuneScape wiki information and game data through …
B 83 66 84 100 97 29 81 93
535
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
536
xelektron
token-enhancer Claim
A local proxy that strips web pages down to clean text before they enter your A…
B 83 44 78 N/A N/A 53 95 99
537
JochenYang
DevMind MCP Claim
Intelligent context-aware memory system for AI assistants that enables persiste…
B 83 54 94 58 N/A 83 89 92
538
keshrath
agent-comm Claim
MCP server that enables AI coding agents to communicate, share state, and coord…
B 83 44 81 N/A N/A 59 95 93
539
kevinrabun
Judges Panel Claim 1
45 judges that evaluate AI-generated code for security, cost, and quality with …
B 83 55 66 100 N/A 68 95 82
540
drewkhoury
Devpipe MCP Server Claim 1
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
B 83 55 84 100 N/A 79 95 52
541
dodopayments
contextmcp Claim
Self-hosted MCP server that indexes documentation from various sources and serv…
B 83 55 92 71 76 81 92
542
Joooook
12306-mcp Claim 2
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
B 82 55 66 100 N/A 75 95 74
543
markswendsen-code
mcp-hilton Claim 1
An MCP server that enables AI agents to search Hilton hotels, manage reservatio…
B 82 55 79 100 N/A 30 95 90
544
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
545
ssql2014
Enables RTL simulation and hardware verification with Verilator through automat…
B 82 54 96 62 N/A 61 95 87
546
khalidsaidi
A2ABench Claim 1
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
B 82 66 67 86 97 62 81 98
547
eddmann
intervals-icu-mcp Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 55 66 100 46 94 95
548
javimaligno
postgres_mcp Claim
B 82 54 100 62 N/A 47 92 97
549
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
550
smallmindsco
MongTap Claim 1
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
B 82 55 96 91 N/A 33 95 75
Showing 501–550 of 67181 servers
« Prev 1 9 10 11 12 13 1344 Next »