MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51551
BabyManisha
mdnlookup Claim
Enables searching and summarizing MDN Web Docs documentation directly from MCP-…
51552
carterlasalle
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
N/A N/A
51553
Infall-Insurance
Provides tools for managing Trello boards, lists, and cards via natural languag…
51554
jmchat
Manages Google Analytics 4 accounts, properties, annotations, audiences, and cu…
51555
Decilion
gho-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
51556
mattcoatsworth
A comprehensive Model Context Protocol (MCP) server for interacting with Canva'…
51557
bterlson
Enables building MCP servers using TypeSpec, with tools for learning, scaffoldi…
N/A N/A
51558
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
81
51559
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
N/A N/A
51560
iceleaf916
An MCP server that enables language models to query and manage Gerrit code revi…
51561
fastmcp-me
Provides KOSPI/KOSDAQ stock data including ticker lookup, OHLCV, market capital…
N/A N/A
51562
capitansuat
Minimal MCP server for searching eBay listings via the Browse API, enabling key…
51563
MIt9
MCP server for ElevenReader TTS service. Enables document management, URL/ebook…
N/A N/A
51564
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
81
51565
serkan-ozal
Enables to interact with Jaeger distributed tracing system through the MCP prot…
51566
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
51567
manavgup
A FastMCP server for analyzing outstanding local git changes that haven't made …
N/A N/A
51568
srotzin
Pre-settlement on-chain address risk screening for autonomous agents, using GoP…
51569
gururajhm-neo
MCP server for TestNeo quality workflows, enabling test generation, execution, …
51570
smarzola
Loads Apple Health export data into a local SQLite database and exposes tools t…
N/A N/A
51571
karimsamir897
thrive-mcp Claim
Enables AI assistants to interact with the Thrive MCP REST API for exploring en…
51572
olssonsten
Connect Claude to your Redmine instance to search, browse, create and update is…
51573 N/A N/A 95
51574
toastynerd
Enables Claude Code to control a running Emacs instance via MCP, supporting fil…
N/A N/A
51575
ecidk
Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, val…
51576
bermingham85
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
N/A N/A
51577
markhilton
MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics …
51578
SantipBarber
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
51579
esakrissa
A Model Context Protocol (MCP) server that allows LLMs to search for hotels and…
51580
Marary
Enables sending emails (including mass emailing), querying, updating, and cance…
51581
BuildWithBeacon
A collection of over 20 specialized MCP servers that enable LLMs to manage cust…
51582
katokdoescode
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
51583
harsh5i
Flux Memory Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
N/A N/A
51584
Captain-Jay29
polyg-mcp Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
N/A N/A
51585
GenAICPA
A Model Context Protocol server that provides access to the GLEIF REST API for …
51586
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
51587
moonbanking
Provides AI agents with live access to a global directory of consumer and busin…
51588
JUNKDOGE-JOE
ae-mcp Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
N/A N/A
51589
pslkk
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
51590
oculairmedia
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
51591
muhammedehab35
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
51592
Cbrown35
Enables natural language management of 20i web hosting services, including doma…
51593
nine710
mcp-redact Claim
Local-first CLI and MCP server for redacting sensitive text before sharing logs…
N/A N/A
51594
aixsignal
smithly-aix Claim
N/A N/A 95
51595
sarvea45
MCP server that exposes a university course catalog to LLMs, enabling course se…
51596
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
51597
itsmeadarsh2008
Enables searching and retrieving Reflex documentation, including full-text sear…
51598
mbeps
Enables LLMs to work with Excel and CSV files through structured tools for work…
51599
suhnion
molon Claim
N/A N/A 95
51600
jmilinovich
Grove Claim
An open-source MCP server that makes your Obsidian vault accessible from any AI…
Showing 51551–51600 of 56925 servers