MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56001
Impesud
Enables AI assistants to securely query Italian legacy ERP databases (AS/400, S…
N/A N/A
56002
ThatGuyTHD
Enables AI coding assistants to create and refine Roblox combat animations thro…
N/A N/A 95
56003
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
56004
lngiri
Provides search and retrieval of Nepali statutes from the law commission databa…
N/A N/A
56005
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
56006
ebenova
scope-guard Claim
N/A N/A 95
56007
matsengrp
Provides PDF reading, text search, navigation, and form filling capabilities th…
N/A N/A
56008
AbiyuLingga
ltagent-mcp Claim
Generates, simulates, and inspects LTspice circuits via MCP tools and resources…
N/A N/A
56009
jallen
eurorack Claim
Citation-anchored Eurorack module reference: specs, compatibility, and patch te…
56010
rdwj
Enables AI agents to search and analyze NIH-funded research projects and their …
N/A N/A
56011
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
56012
WaterPistolAI
Enables interaction with LibreOffice documents (Writer, Calc, Impress, Draw) vi…
N/A N/A 95
56013
SkibidiHorneti1345
Connects AI agents to Prowlarr and TorBox for autonomous torrent searching, dow…
56014
teamchrisfromthelc
local-wp-mcp Claim
MCP server providing WP-CLI, MySQL, and filesystem access for Local by Flywheel…
N/A N/A
56015
cclawton
Enables AI agents to control Reaper DAW by parsing .rpp project files and gener…
N/A N/A
56016
krollchristensen
A simple MCP server demonstrating resources, tools, and prompts using a local t…
N/A N/A
56017
agiletec-inc
MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST lay…
56018
Zakria774
Enables users to search for remote job listings using Playwright browser automa…
56019
jarib
pxweb-mcp Claim
MCP server for accessing statistical data via the PxWeb API v2.
N/A N/A
56020
artryazanov
MCP server that fetches raw HTML content from a given URL to provide web contex…
56021
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
N/A N/A
56022
krishnagutta
Enables authoring and debugging Workato recipes from Claude by wrapping the Wor…
N/A N/A
56023
imdeniil
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
56024
feamster
spark-mcp Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
N/A N/A
56025
ivarrian
Provides access to Victoria, Australia's public holidays and important dates vi…
56026
MikeyBeez
Tracks protocol adherence and maintains audit trails for Claude sessions, provi…
N/A N/A
56027
MichaelAnckaert
obsidian-mcp Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
N/A N/A
56028
christopherwxyz
remix-mcp Claim
A Rust MCP server that enables AI assistants to control Ableton Live via OSC, o…
N/A N/A
56029
dcostenco
prism-mcp Claim 1
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web …
N/A N/A 75
56030
slavpilus
Enables customer support across e-commerce platforms by providing order managem…
56031
FradSer
Secure AppleScript execution for AI applications via Model Context Protocol wit…
N/A N/A
56032
alexanderop
Persistent memory management for Claude Code, allowing agents to store and retr…
N/A N/A
56033
First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intellig…
N/A N/A 81
56034
pipeworx-io
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
56035
bill-gtl-group
Enables accessing and managing files from configured folders with filtering and…
N/A N/A
56036
ice1x
MCP server for football-data.org API providing access to football data like sta…
56037
kindrat86
VC deal flow signals from GitHub engineering activity. Tracks startup commit ve…
56038
quangminh1212
Enables token counting, usage tracking, and cost calculation for LLM APIs, with…
N/A N/A
56039
KinofSin
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
N/A N/A
56040
SufiSR
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
56041
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
56042
jsiksn
Mnemosure Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
56043
echo-xianyu
An MCP server that searches booru image boards and cleans their tags into ready…
56044
vetcoders
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
N/A N/A
56045
SamerElhamdo
Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading thro…
N/A N/A
56046
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
56047
pursuitanand
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
N/A N/A
56048
theagenticguy
Provides code intelligence for AI coding agents by indexing repositories into a…
N/A N/A
56049
eagleffz
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
56050
Ronit-019
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
N/A N/A
Showing 56001–56050 of 67286 servers