MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
401
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
402
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
403
evtapps
Ditto MCP Server Claim
Enables secure execution of Ditto DQL (Data Query Language) queries over HTTPS …
B 83 55 88 100 64 81 76
404
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
405
amirsina-mandegari
GitLab MCP Server Claim 1
Connects AI assistants to GitLab, allowing users to manage merge requests, view…
B 83 54 96 66 N/A 67 92 91
406
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
407
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
408
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
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
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
411
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
412
aparajithn
agent-scraper-mcp Claim
Web scraping MCP server for AI agents. 6 tools: clean content extraction, struc…
B 83 66 96 66 95 60 80 92
413
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
414
rashidazarang
airtable-mcp Claim
Connect AI tools directly to Airtable. Query, create, update, and delete record…
B 83 55 90 72 85 80 90
415
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
416
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
417
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 54 94 72 N/A 42 94 100
418
sam3690
HackerNews MCP Server Claim 2
Provides programmatic access to Hacker News content via the HN Algolia API. It …
B 83 55 96 100 59 84 61
419
IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across m…
B 83 54 88 72 N/A 69 92 93
420
joinly-ai
joinly Claim
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
B 83 55 90 65 83 80 99
421
Xexr
mcp-libsql Claim 1
Production-ready MCP server for libSQL databases with comprehensive security an…
B 83 55 94 73 74 83 89
422
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
423
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
424
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
425
nicoletterankin
word-orb Claim
Vocabulary intelligence MCP server — 162K words, 47 languages, definitions, IPA…
B 83 66 96 66 99 51 81 98
426
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
427
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
428
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
429
JordanGunn
gdal-mcp Claim 2
Exposes GDAL/Rasterio operations to AI agents with a reflection middleware that…
B 83 55 75 82 N/A 85 83 91
430
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
431
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
432
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
433
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 66 81 96 73 72 82 92
434
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
435
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
436
daniel-levesque
Provides tools to access AWS documentation, search for content, and get recomme…
B 83 55 72 100 N/A 46 95 92
437
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
438
codex-curator
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichme…
B 83 66 96 86 97 31 81 92
439
markswendsen-code
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
B 83 55 90 100 N/A 32 95 83
440
storybookjs
Enables AI agents to interact with Storybook by exposing UI component informati…
B 83 54 84 68 N/A 77 95 92
441
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
442
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
443
bonnard-data
bonnard Claim
Open-source agentic schema for reliable data outputs. Query data through MCP an…
B 83 54 100 71 N/A 56 90 88
444
code-rabi
Interactive Brokers MCP Server
B 83 55 68 82 N/A 71 95 98
445
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
446
firesh
Enables monitoring of domain registration information via WHOIS lookup and SSL …
B 83 66 86 100 88 27 81 100
447
itseasy21
mcp-codebase-index Claim 1
B 83 54 84 70 N/A 71 92 95
448
rog0x
math Claim
Calculator, units, statistics for AI agents
B 83 44 90 N/A N/A 40 95 96
449
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 55 100 70 71 82 85
450
Jane-xiaoer
A version management server for MCP skills that enables automated update detect…
B 83 54 94 65 N/A 55 95 100
Showing 401–450 of 66394 servers
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