MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63251
vshavlidze
Context-MCP Claim
Intelligent context manager for AI coding assistants that uses a three-level me…
N/A N/A
63252
rubenknol
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
N/A N/A
63253
IshanTiwari0112
Gym MCP Claim
Enables AI agents to discover and play games like Tic-Tac-Toe through a standar…
N/A N/A
63254
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
63255
vngcloud
Enables AI assistants to manage VNG Cloud infrastructure including compute, sto…
63256
6165924-art
A Model Context Protocol server that provides real-time weather data, detailed …
N/A N/A
63257
jieyangxchen
Enables AI to query your personal package tracking information from Taobao, JD,…
63258
rmaher001
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
63259
spacegpu
FastMCP server for Kalshi's Trade API, enabling interaction with prediction mar…
63260
nikkomiu
pocketid-mcp Claim
MCP server for managing Pocket ID instances, providing 57 tools for user manage…
N/A N/A
63261
jktjj
jktjj-mcp Claim
MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
63262
puchkoff
cmux-mcp Claim
MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
N/A N/A
63263
ACSmith1337
Enables AI agents to investigate threats, pull reports, manage security policie…
63264
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
N/A N/A
63265
ageorgiev-bg
MCP-demo Claim
MCP server that demonstrates PostgreSQL database interaction, providing a tool …
N/A N/A
63266
outerheaven199X
bags-sdk-mcp Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
N/A N/A
63267
ampulex-23
KommoMCP Claim
AI-powered CRM assistant for Kommo/amoCRM that provides natural language manage…
63268
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
N/A N/A
63269
umowork
umo-memory Claim
Persistent memory for AI coding agents that stores and recalls preferences, dec…
N/A N/A
63270
rainermokros
rues Claim
Enables querying the Colombian Business Registry (RUES) for company searches by…
N/A N/A
63271
lmendezz
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
N/A N/A
63272
razdo227
Delivers curated documentation, quickstart commands, and stack recommendations …
N/A N/A
63273
nevergoodstudy-hub
MCP server that enables AI agents to fetch and summarize WeChat public articles…
63274
ramsestein
uMCP Claim
Provides a privacy-preserving security framework for AI agents using the Model …
N/A N/A
63275
LogicSquare-1996
Enables querying MongoDB collections from the Drivio application using Mongoose…
N/A N/A
63276
MukundaKatta
dns-mcp Claim
Resolves DNS records (A, AAAA, MX, etc.) for a given hostname using Node's buil…
63277
abdul-hamid-achik
Cortex Claim
Enforces structured, evidence-guided software engineering tasks with cognitive …
N/A N/A
63278
dburton-influxdata
An MCP server that gives AI assistants full control over Telegraf Controller to…
63279
e2llm
E2LLM Claim
E2LLM gives your AI eyes and hands in a real browser: structured perception (Si…
63280
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
63281
jaworjar95
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
63282
jimingyuan7
wechat-mcp Claim
An MCP server for sending and receiving WeChat messages, built on Tencent's iLi…
63283
iamvinitk
electron-mcp Claim
MCP server for interacting with and debugging Electron apps, providing tools fo…
N/A N/A
63284
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
63285
davolu
A remote MCP server that provides tools to query live Meta (Facebook+Instagram)…
63286
venkateshtata
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
63287
iancollins27
mailsnail Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
63288
vigilancetrent
mcpforge Claim
A Python library to build MCP servers with decorators, auto-generating JSON Sch…
63289
jawache
Witness Claim
Witness is an MCP server that integrates with Obsidian to allow AI assistants l…
N/A N/A
63290
tjboudreaux
Generates SVGs from text prompts and converts raster images to SVG using the Qu…
63291
konsulto
MCP server that enables Claude Code to drive the Konsulto cybersecurity audit p…
63292
avianshgujjeai
Provides product overview, proof points, case studies, pricing, and comment sty…
63293
mario-hernandez
Legacy MCP server for Google Search Console data, now superseded by the unified…
N/A N/A
63294
jpvarbed
MCP server that provides tools to control a server-owned Pomodoro timer, allowi…
63295
Misfits-Rebels-Outcasts
chord-synth Claim
Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 …
N/A N/A
63296
KHAEntertainment
A production-ready MCP server for Docker Swarm that provides full control over …
63297
byrn-baker
An MCP server that lets AI agents delegate domain-specific tasks to local Ollam…
N/A N/A
63298
Aparana-tech
Enables AI assistants to send emails via Gmail and append text to Google Docs o…
63299
virinchisai
Enables secure enterprise AI agents to access internal tools like GitHub, Gmail…
63300
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
N/A N/A
Showing 63251–63300 of 66447 servers