MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52251
ankit-jhajhria
MCP server to start, monitor, search, and detect errors in logs from any projec…
N/A N/A
52252
Prompeteer
server Claim
N/A N/A 95
52253
iflow-mcp
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
52254
amgconclave
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
N/A N/A
52255
teardrop-ai
Teardrop Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
52256
BrJan
Audits dbt Core projects for migration blockers and generates actionable guidan…
N/A N/A
52257
daomengKJ
Enables LLM clients to handle leave applications by providing tools for initial…
52258
jezweb
Provides weather data, forecasts, air quality, and location services via OpenWe…
52259 N/A N/A 95
52260
pipeworx-io
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
52261
RynneSpin
renxt-mcp Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
N/A N/A
52262
annoft
MCP server for reading World of Warcraft client files via CASC storage, enablin…
N/A N/A
52263
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
52264
ramandimbinirina
powerBI-mcp Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
N/A N/A
52265
kattatzu-resources
MCP Server Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
52266
dizzyvinci
Track price drops, stock-outs, restocks, and new/removed products across Shopif…
52267
Nithish1206
SqlServerMcp Claim 1
MCP server for SQL Server: schema inspection, safe read-only queries, query pla…
N/A N/A 81
52268
Seboostian02
An MCP server for playing the Italian card game Scopa, supporting 2-4 players, …
52269
oaslananka
kicad-studio Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
N/A N/A
52270
ja-roque
Enables posting development progress to DayBy.dev with automatic local sanitiza…
N/A N/A
52271
brunoflma
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
52272
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
52273
lensesio
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
N/A N/A
52274
NachaFromMars
Automates Facebook Page management via Graph API, enabling posting, comment mod…
52275
mfic
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
N/A N/A
52276
Sam-AEC
Independent MCP integration for Autodesk Revit software through a local bridge.
N/A N/A
52277
phd-peter
Enables Codex to interact with the user's local OmniFocus database on macOS, al…
N/A N/A
52278
markobullrush
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
52279
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
52280
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
N/A N/A
52281
guinacio
MCP server integrating multiple Google Workspace services including Gmail, Cale…
N/A N/A
52282
crony-io
MCP server for generating advanced mock 2D PNG assets for game prototypes.
N/A N/A
52283
tghanchidnx
mdx-mcp Claim
Enables natural language querying of OLAP/SSAS cubes with verified MDX generati…
52284
ApsidD
Enables AI assistants to access files and terminal of a local computer via a pu…
N/A N/A
52285
zilibobi
Enables AI agents to interact with the VFX Forge Roblox plugin for creating and…
N/A N/A
52286
nickperrott
Enables Plex Media Server administration including library management, media fi…
N/A N/A
52287
panxingfeng
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
52288
maximem-ai
Synap Memory Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
52289
Jmfrodero
A Model Context Protocol server integrating DevOps tools for GitHub, Docker, an…
N/A N/A
52290
mozi-app
Enables AI agents to interact with a local Mermaid diagram editor via MCP, allo…
N/A N/A
52291
hermannhahn
Unified MCP server with a web admin panel for dynamic tool and configuration ma…
N/A N/A
52292
johnisanerd
Enables querying the Apify Store to retrieve structured data on public Actors i…
52293
us-all
MLflow — 82 tools across experiments, runs, registered models, model versions, …
N/A N/A
52294
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
52295
parkseokjune
A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation …
N/A N/A
52296
flaco-source
altium-mcp Claim
Enables querying PCB and schematic data and driving DelphiScript automation in …
N/A N/A
52297
djmarat
skillhub-mcp Claim
An MCP server that lets AI agents search, view, install, and validate skills fr…
N/A N/A
52298
luciVuc
Shell MCP Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
52299
blangys
MCP server providing real-time aviation weather data (METAR, TAF, PIREPs, AIRME…
52300
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
N/A N/A
Showing 52251–52300 of 66502 servers