MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38251
omniwaifu
MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task…
N/A N/A
38252
cmmvio
cmmv-mcp Claim
Enables standardized interactions between LLMs and CMMV applications using the …
38253
foxtrottwist
Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, …
N/A N/A
38254
CSOAI-ORG
Analyzes and rewrites text to match desired tones (professional, casual, formal…
N/A N/A
38255
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
N/A N/A
38256
w04m1
A Model Context Protocol server for AI agents to manage tasks and track progres…
N/A N/A
38257
LoftyTao
Enables natural-language interaction with Ladybug Tools for building performanc…
N/A N/A
38258
RyamosThomas
Enables AI agents to read email data (threads, messages, contacts, folders, lab…
N/A N/A
38259
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
N/A N/A
38260
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
N/A N/A
38261
mattcoatsworth
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
N/A N/A
38262
Ge-Shun
origin-mcp Claim
Enables AI assistants to control Origin/OriginPro on Windows, including data im…
N/A N/A
38263
closermethod
Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…
38264
Jah-yee
An MCP server that generates professional infrastructure diagrams using the Pyt…
N/A N/A
38265
chwoerz
reporelay Claim
Self-hosted MCP server for indexing and searching code repositories via hybrid …
38266
MahdiHedhli
ntfy-mcp Claim
Enables AI agents to send push notifications to your phone through ntfy, with b…
38267
AmeliaMiddleton
An MCP server that wraps the TMDB API, enabling search of movies and TV shows, …
38268
ZoezoeCookie
mcp-luopan Claim
Provides tools for Bazi (Chinese astrology) chart calculation and analysis, ena…
38269
titaniumtushar
Enables structured HTTP request creation and local file ingestion for LLM integ…
N/A N/A
38270
nexgendata-apify
B2B lead generation tool: search Google Maps by 'plumbers in Austin', get back …
81
38271
mgorabbani
askdb Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
N/A N/A
38272
mcpambassador
Centralized authentication, authorization, and audit for MCP tools. One server …
N/A N/A
38273
lordbasilaiassistant-sudo
An MCP server for AI agents to lock, manage, and withdraw LP tokens on Base wit…
N/A N/A
38274
mrrodriguez
Optimizes token costs by intelligently delegating low-complexity tasks to local…
N/A N/A
38275
sla10132000
mcpscope Claim
A simple local MCP server that provides greeting and integer addition tools.
N/A N/A
38276
umbra2728
firegex-mcp Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
38277
SichengHe6
cq_mini Claim
N/A N/A 95
38278
JeremyMorgan
Enables AI assistants to retrieve current weather, forecasts, and summaries for…
38279
groundlens-dev
Enables hallucination detection for AI assistants by providing tools to assess …
N/A N/A
38280
zgmurder
An MCP-based intelligent video generation system that automatically adds subtit…
N/A N/A
38281
thebtf
Unified MCP control plane for AI pull request reviews on GitHub.
N/A N/A
38282
P0lar1zzZ
Ombre Brain Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
95
38283
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
N/A N/A 95
38284
thaletto
Weather MCP Claim
A weather service MCP server that provides current weather data, resource endpo…
N/A N/A
38285
atomcp-ai
polygon-mcp Claim
Enables querying real-time and historical financial market data for stocks, opt…
38286
ageorg06
mcp Claim
N/A N/A 95
38287
Kymylyy
Enables querying the Polish KNF e-RUP payment institution registry, including e…
N/A N/A
38288
carlosGalisteo
A Python MCP server that queries Spanish Cadastre services for non-protected ca…
38289
XFWang522
vidscribe Claim
Transcribe any video URL to text with one command, supporting 1000+ sites via y…
N/A N/A
38290
peless
Automatically saves and restores project state when Claude threads hit token li…
N/A N/A
38291
ros-claw
Enables AI agents and LLMs to interact with Vicon motion capture systems for re…
N/A N/A
38292
xgq18237
Enables AI assistants to interact with SiYuan Note through its API, supporting …
38293
jhgaylor
An MCP server that provides echo resource, tool, and prompt functionality for t…
N/A N/A
38294 N/A N/A 95
38295
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
38296
emilabd247
Local MCP server for the Jedox OLAP platform enabling LLM clients to interact w…
38297
ShellyDeng08
MCP server enabling AI assistants to search, analyze, and generate content for …
N/A N/A
38298
chandhoke
An MCP server for browsing and downloading open-licensed imagery from major mus…
N/A N/A
38299
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
N/A N/A
38300
crashzero9
OHMS Claim
Exposes Shopify order and inventory management tools via MCP, allowing agents t…
Showing 38251–38300 of 43430 servers
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