MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51501 N/A N/A 95
51502
ccollicutt
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
N/A N/A
51503
TScafeJR
A collection of MCP servers distributed as a single npm package, including mcp-…
N/A N/A
51504
ufo2243
nba-mcp Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
51505
SeoNaRu
Provides access to inspirational quotes through a free API, enabling users to r…
81
51506
NoBanks
MCP server for Postscript SMS marketing platform, enabling AI agents to query s…
51507
klein-business
Cite-grade German legal-text infrastructure for LLM agents, providing access to…
51508
VoTrongHoang-Dyor
Enables AI agents to read and write structured, human-verified wiki knowledge i…
N/A N/A 95
51509
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
51510
amcheste
overleaf-mcp Claim
Enables editing Overleaf projects from Claude, with tools to list, read, edit, …
51511
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
51512
civdata
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
81
51513
kairogenai
Kairogen MCP Claim
MCP server for Kairogen that enables generating images and videos with various …
51514
maryamtb
Rook Claim
Save anything from your AI chats to Rook, the notes app for code. With one tool…
N/A N/A
51515
l0kifs
Manages a persistent todo list with SQLite storage, reminder notifications, and…
N/A N/A
51516
hazoservices
gotimer-mcp Claim
81
51517
YugantM
Pre-connect trust checks for AI agents and MCP servers using HVTracker's public…
51518
001TMF
blatant-why Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
N/A N/A
51519
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
51520
mcpland
jenkins-mcp Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
51521
arthaxGarage
omni-memory Claim
A fully-local AI memory system that saves notes, code, and terminal output to a…
N/A N/A
51522
tsilva
mcp-wandb Claim
Enables LLM agents to query Weights & Biases experiments, including listing pro…
51523
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
51524
Chakit22
A generic MCP server that converts .graphql query files into tools for Claude, …
51525
Heretek-RE
re-winedbg Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
N/A N/A
51526
Pixel-Aly
AI listing workflow for Etsy sellers: listings, images, mockups, KDP copy & ad …
51527
skamei0214
Exposes a single tool for Claude to fetch recent Strava activities, including d…
N/A N/A
51528
HeXis-YS
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
51529
Heretek-RE
re-yara Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
N/A N/A
51530
Anaagh05
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
N/A N/A
51531
Heretek-RE
re-triton Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
N/A N/A
51532
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A 83
51533
Obra-Studio
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
51534
SBolivarLoL
Clover POS Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
N/A N/A
51535
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
51536
Heretek-RE
MCP server for writing Markdown report fragments to files with path safety and …
N/A N/A
51537
haymon-ai
database Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
N/A N/A 95
51538
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
51539
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
51540
Tulimoa
Tulimoa Claim
Discover curated SaaS and AI-agent tools from the Tulimoa directory.
51541
bholzer
MCP server for the tastytrade brokerage API, providing tools for account manage…
51542
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
51543
zjandrew
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
N/A N/A
51544
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
51545
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
51546
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
51547
10.blaylock.10
project10 Claim
N/A N/A 95
51548
bughide011
test111
N/A N/A 95
51549
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
51550
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
Showing 51501–51550 of 56925 servers