MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29227
Scored
2095
Verified
16951
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
401
syucream
lightdash-mcp-server Claim 1
A MCP(Model Context Protocol) server that accesses to Lightdash
B 83 55 88 82 N/A 69 95 73
402
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
403
cafeTechne
Antigravity Link Claim
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
B 83 44 81 N/A N/A 70 83 98 HT
404
Web3Auth
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
B 83 66 78 88 96 57 81 91
405
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
406
quanticsoul4772
Enables secure command-line interactions on Windows systems through PowerShell,…
B 83 55 96 82 N/A 54 90 84
407
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
408
douglasborthwick-crypto
insumer Claim
Read-first blockchain verification. ECDSA-signed booleans across 32 chains. 26 …
B 83 55 78 100 N/A 66 78 90
409
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
410
karanb192
reddit-mcp-buddy Claim 1
Browse Reddit posts, search content, and analyze user activity without API keys…
B 83 55 100 82 N/A 88 90 48
411
mjrestivo16
Enables management of Terraform infrastructure as code through 25 comprehensive…
B 83 55 94 74 N/A 42 95 100
412
MicrosoftDocs
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
B 83 66 90 80 96 45 81 93
413
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
414
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
415
robinmordasiewicz
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
B 83 55 86 65 82 83 99
416
IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across m…
B 83 54 88 72 N/A 69 92 93
417
Acceleronix
CMP MCP Server Claim
Enables integration with CMP (Connectivity Management Platform) API to query an…
B 83 66 100 86 98 29 80 84
418
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
419
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
420
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 55 100 70 71 82 85
421
paralov
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
B 83 55 78 100 N/A 51 89 86
422
sh-patterson
fec-mcp-server Claim
Query FEC campaign finance data — search candidates, track donations, analyze s…
B 83 55 94 77 67 81 89
423
kkaminsk
Packager-MCP Claim
Transforms AI assistants into expert Windows application packaging assistants f…
B 83 54 96 63 N/A 64 95 90
424
khalilbalaree
undo-mcp Claim
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
B 83 55 90 75 N/A 45 95 100
425
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
426
Ansvar-Systems
chinese-law-mcp Claim
Chinese law database — cybersecurity, data protection, commercial law with full…
B 83 54 75 93 N/A 55 95 93
427
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
428
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
429
casibase
casibase Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
B 83 55 96 63 N/A 77 82 97
430
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
431
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
432
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
433
alt250
Famxplor Family Travel Activities
B 83 66 90 86 95 40 81 91
434
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
435
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
436
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
437
SanderMoon
local-brain Claim
A CLI tool for managing projects
B 83 44 68 N/A N/A 71 95 99
438
codex-curator
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichme…
B 83 66 96 86 97 31 81 92
439
uldyssian-sh
vmware-esxi-mcp Claim
Professional Model Context Protocol (MCP) server for VMware ESXi hypervisor man…
B 83 54 100 41 N/A 85 90 99
440
kraklabs
mie Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
B 83 54 96 53 N/A 84 95 89
441
p1va
symbols Claim
MCP server to read, inspect and troubleshoot codebase symbols
B 83 54 88 58 N/A 76 95 97
442
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
443
verygoodplugins
whatsapp-mcp Claim
WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messag…
B 83 44 82 N/A N/A 51 95 98
444
markswendsen-code
doordash Claim 1
MCP server for DoorDash - let AI agents order food delivery autonomously with b…
B 83 55 90 100 N/A 32 95 83
445
rakeshgangwar
erpnext-mcp-server Claim 1
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
B 83 54 94 68 N/A 55 90 99
446
programinglive
An MCP server that enforces development discipline and workflow best practices,…
B 83 54 90 56 81 92 95
447
andrea9293
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…
B 83 54 88 58 N/A 85 90 99
448
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
449
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
450
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
Showing 401–450 of 40420 servers
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