MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
451
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
452
codefriar
Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing…
B 83 55 72 100 N/A 43 95 93
453
itseasy21
mcp-codebase-index Claim 1
B 83 54 84 70 N/A 71 92 95
454
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
455
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
456
daniel-levesque
Provides tools to access AWS documentation, search for content, and get recomme…
B 83 55 72 100 N/A 46 95 92
457
aplaceforallmystuff
Enables natural language calendar management through Fantastical on macOS, allo…
B 83 54 100 58 N/A 59 95 96
458
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
459
VibeTensor
Attestix Claim
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
B 83 55 72 82 N/A 83 92 91
460
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
461
ssut
Remote-MCP Claim
A type-safe solution to remote MCP communication, enabling effortless integrati…
B 83 54 94 58 N/A 71 95 97
462
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
463
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
464
markswendsen-code
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
B 83 55 90 100 N/A 32 95 83
465
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
466
Ansvar-Systems
luxembourg-law-mcp Claim
Luxembourg legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 90
467
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
468
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
469
Galbaz1
video-research-mcp Claim
Give Claude Code 51 research, analysis & media production tools with one comman…
B 83 54 88 55 N/A 85 95 93
470
chhavimishra
Search ethical, origin-verified products and brands by country of origin
B 83 54 100 55 N/A 69 94 95
471
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
472
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
473
IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across m…
B 83 54 88 72 N/A 69 92 93
474
TANTIOPE
datadog-mcp-server Claim
MCP server providing comprehensive Datadog observability access for AI assistan…
B 83 55 94 75 80 76 91
475
christoph-hart
HISE MCP Server Claim 1
Provides access to HISE documentation, including UI component properties, Scrip…
B 83 66 96 100 87 29 77 92
476
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 54 94 72 N/A 42 94 100
477
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
478
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
479
InditexTech
mcp-teams-server Claim
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
B 83 55 88 65 90 78 98
480
mkpvishnu
terminal-mcp Claim 1
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI a…
B 83 55 75 91 N/A 71 95 82
481
joinly-ai
joinly Claim
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
B 83 55 90 65 83 80 99
482
uldyssian-sh
vmware-esxi-mcp Claim
Enables management of VMware ESXi hosts and virtual machines through standardiz…
B 83 54 100 41 85 90 99
483
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
484
tdisawas0github
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
B 83 55 78 100 N/A 25 95 100
485
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
486
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
487
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full…
B 83 54 96 62 N/A 68 87 99
488
kkaminsk
Packager-MCP Claim
Transforms AI assistants into expert Windows application packaging assistants f…
B 83 54 96 63 N/A 64 95 90
489
storybookjs
Enables AI agents to interact with Storybook by exposing UI component informati…
B 83 54 84 68 N/A 77 95 92
490
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
491
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
492
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
493
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
494
nicoletterankin
word-orb Claim
Vocabulary intelligence MCP server — 162K words, 47 languages, definitions, IPA…
B 83 66 96 66 99 51 81 98
495
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
496
takeyaqa
PictMCP Claim
Provides pairwise test generation for AI assistants using the PICT algorithm, r…
B 83 54 80 71 N/A 86 92 87
497
henilcalagiya
mcp-apple-notes Claim 1
Powerful tools for automating Apple Notes using Model Context Protocol (MCP). F…
B 83 55 69 100 N/A 62 95 86
498
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
499
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
500
anish632
First MCP call: run check_endpoint with url=https://example.com. Paid plan adds…
B 83 66 90 70 96 54 80 98
Showing 451–500 of 66394 servers
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