MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50801
Patdolitse
Engram Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
N/A N/A
50802
stumpyfr
Exposes ActivitySmith notifications and live activity tools.
N/A N/A
50803
whereayan
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
50804
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
N/A N/A
50805
mcp-agents
An MCP server for generating dad jokes based on a given topic, with support for…
50806
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
N/A N/A
50807
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
N/A N/A
50808
panda-studio-dev
Enables AI assistants to perform Japanese invoice and tax calculations, includi…
50809
andri-setiawan
MCP-scopus Claim
Enables AI assistants to search and retrieve real academic papers from Scopus, …
N/A N/A
50810
universal-mcp
This repository contains an implementation of an Miro Universal MCP (Model Cont…
50811
bakebakebakebake
agent-memory Claim
MCP server for zero-config, traceable long-term memory using SQLite, enabling a…
50812
Seeed-Studio
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
N/A N/A
50813
SMB-Team-Technology
A minimal MCP server that crawls web pages using crawl4ai and returns content a…
50814
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
50815
permacopia3223
MCP server providing code review, auto-fix, test running, linting, formatting, …
N/A N/A
50816
baodq06
memocall Claim
Recall past Claude Code conversations from any project. Lists and searches your…
N/A N/A
50817
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
N/A N/A
50818
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
50819 N/A N/A 95
50820
grantdehoog
Enables course planning for University of Pennsylvania by searching the catalog…
50821
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
50822
IFTTT
Automate 1,000+ services from any MCP-compatible AI agent: build Applets, run a…
50823
Safra1976
mcp_trello Claim
N/A N/A 95
50824
shahidla
Exposes SAP OData v4 actions as AI-callable tools, enabling natural language sc…
50825
aathishwar-13
Windows-focused MCP server for terminal automation with persistent PowerShell s…
N/A N/A
50826
andyjianzhou
Enables sending iMessages or SMS messages via the macOS Messages app using osas…
N/A N/A
50827
Context-Fabric
cfabric-mcp Claim
Enables AI agents to perform corpus analysis tasks such as discovery, search, a…
50828
mcp-use
A powerful MCP server for Supabase that provides interactive tools and React wi…
N/A N/A
50829
maximeallanic
MCP server for Carrefour Drive that enables AI assistants to search products, m…
N/A N/A
50830
timwal78
x402-gated web scraping MCP server. Pay 0.01 USDC per page on Base. Returns cle…
50831
suryarajendhran
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
50832
hajekd
mcp-daktela Claim
Read-only MCP server for the Daktela contact center REST API, providing 40 tool…
50833
EdvardGK
Enables remote automation of Solibri Office tasks including model checking, qua…
N/A N/A
50834
JacobJandon
sicry Claim
Enables AI agents to access Tor hidden services and the dark web through tools …
N/A N/A
50835
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
50836
claudiu-deving
Enables an AI assistant to author algorithm storyboards, workflow maps, and UI …
N/A N/A
50837
aberry-h
A Node.js + TypeScript MCP server that proxies to DeepSeek's Chat, Image, and T…
50838
lingeswaranTW
bahmni-mcp Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
50839
schwarztim
Provides programmatic access to Mimikatz for credential extraction, Kerberos at…
N/A N/A
50840
aliildan
Enables searching Austria's largest classifieds marketplace (willhaben.at) for …
50841
JediLuke
BeamScope gives AI coding agents access to your running BEAM application throug…
N/A N/A
50842
raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with S…
50843
heathrenfroe-sys
An MCP server that provides deterministic finance tools for SEC filing analysis…
50844
DeepTempo
Provides tools for DeepTempo AI SOC including findings and case management, inv…
50845
zudsniper
Enables sending real-time and webhook notifications when AI agents complete tas…
N/A N/A
50846
davebream
Bullet MCP Claim
MCP server for the Bullet API, enabling management of tasks, notes, and events …
50847
fasterv410
logflare-mcp Claim
Enables querying and managing Logflare log sources, endpoints, and executing ad…
50848
alexgenovese
Enables LLMs to directly query a Matomo analytics instance, execute reporting m…
50849
siyao1993-maker
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
50850
datobena
gdb-mcp Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
N/A N/A
Showing 50801–50850 of 67226 servers