MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
351
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
352
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
353
kiransth77
AionMCP Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
B 83 54 90 61 N/A 74 92 95
354
icy-r
Kube MCP Claim
Enables AI assistants to interact with and manage Kubernetes clusters, supporti…
B 83 54 94 62 N/A 71 95 91
355
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
356
kraklabs
mie Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
B 83 54 96 53 N/A 84 95 89
357
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
358
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
359
egarcia74
Enables secure database operations on SQL Server instances through a three-tier…
B 83 55 94 61 81 81 100
360
markswendsen-code
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
B 83 55 90 100 N/A 32 95 83
361
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
362
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
363
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
364
raffaele-filiberti
strava-mcp Claim
B 83 54 94 72 N/A 50 90 100
365
DMontgomery40
Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klip…
B 83 54 100 67 N/A 59 92 89
366
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
367
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
368
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
369
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
370
daniel-levesque
Provides tools to access AWS documentation, search for content, and get recomme…
B 83 55 72 100 N/A 46 95 92
371
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
372
djalal
quran-mcp-server Claim
B 83 55 100 75 49 80 98
373
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
374
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
375
firesh
Enables monitoring of domain registration information via WHOIS lookup and SSL …
B 83 66 86 100 88 27 81 100
376
tdisawas0github
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
B 83 55 78 100 N/A 25 95 100
377
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
378
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
379
cl0nazepamm
3dsmax-mcp Claim
Connect AI agents to Autodesk 3ds Max through the Model Context Protocol, enabl…
B 83 55 86 87 N/A 52 95 85
380
SaptaDey
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
B 83 54 96 75 N/A 58 90 88
381
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
382
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
383
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
384
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
385
dizzlkheinz
ynab-mcpb Claim 1
MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, cate…
B 83 54 85 71 N/A 82 83 95
386
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
387
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
388
Airpote
Search and retrieve Avalanche blockchain documentation for building on AVAX.
B 83 66 100 66 94 55 81 94
389
MatiousCorp
Google Ad Manager API integration for managing campaigns, orders, line items, c…
B 83 55 94 82 53 81 98
390
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
391
code-rabi
Interactive Brokers MCP Server
B 83 55 68 82 N/A 71 95 98
392
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
393
taylorwilsdon
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Impleme…
B 83 55 82 82 66 81 99
394
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
395
Jane-xiaoer
A version management server for MCP skills that enables automated update detect…
B 83 54 94 65 N/A 55 95 100
396
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
397
dodopayments
contextmcp Claim
Self-hosted MCP server that indexes documentation from various sources and serv…
B 83 55 92 71 76 81 92
398
bintocher
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
B 83 55 84 100 72 81 75
399
pomerium
A starter template for building MCP apps with React widgets, featuring tool exe…
B 83 54 90 71 52 95 100
400
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
Showing 351–400 of 64126 servers
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