MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59101
swapnildagade1213
A Python template for building MCP servers with Streamable HTTP transport, prov…
59102
pawel-up
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
N/A N/A
59103
vulpicastor
Exposes the host device's current date and time, returning local time with time…
N/A N/A
59104 N/A N/A 95
59105
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
81
59106
nyxCore-Systems
ckb Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
N/A N/A
59107
x86ed
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
59108
binhtrongg
A remote MCP server that enables searching for news articles on specific topics…
81
59109
xuange520
Ruishu MCP Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
59110
GraysonCAdams
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
59111
Niels-8
An enhanced MCP server providing comprehensive financial market data endpoints …
59112
gannonh
AgentPM Claim
A planning and orchestration system for AI-driven software development that int…
N/A N/A
59113
russelenriquez-agile
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
81
59114
AiAgentKarl
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
59115
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
59116
lazymac2x
Cloudflare Workers MCP server: ai-token-counter
59117
ericthered926
Provides web and news search via DuckDuckGo with support for region filtering, …
59118
RicardoCA
Connects Claude Code to Apple Music using only your Apple ID, without needing a…
N/A N/A
59119
xsluck
A model context protocol server for Deepin Linux, providing system control, fil…
N/A N/A
59120
burcusipahioglu
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
N/A N/A
59121
EdibleTuber
A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…
N/A N/A
59122
lazymac2x
Cloudflare Workers MCP server: agent-workflow-engine
59123
rishabhsfdc
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
N/A N/A
59124
muslus
AI-powered MCP server that analyzes academic manuscripts and generates ruthless…
N/A N/A
59125
bmya
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
59126
no39pikko
LeadClaw MCP Claim
Demo MCP server for booking confirmed sales appointments through Claude. Allows…
N/A N/A
59127
abhishekbhakat
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
N/A N/A
59128
bitcompare
mcp-server Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
59129
lm203688
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
59130
HJeon139
An MCP server for managing contextual data as markdown files with metadata, ena…
N/A N/A
59131
inkman97
A hardened Model Context Protocol server that exposes Bitbucket Data Center ope…
N/A N/A 95
59132
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
N/A N/A 95
59133
dejo1307
enola Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
N/A N/A
59134
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
59135
kioie
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
N/A N/A
59136
NeuroGhostDev
Booster MCP Claim
Booster MCP turns complex codebases into understandable systems with semantic s…
N/A N/A
59137
strommy76
agent-broker Claim
Enables multi-agent communication workflows with consensus arbitration, peer me…
59138
Deepak31mu
An HTTP-based MCP server that provides filesystem tools and code analysis, enab…
N/A N/A
59139
memgraph
A lightweight server implementation of the Model Context Protocol that connects…
81
59140
ezhuk
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
59141
rajivonai
mysql-mcp Claim
MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, e…
59142
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
59143
fastmcp-me
Enables real-time user intervention for MCP agents via a Web UI and interactive…
N/A N/A
59144
halitartuc
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
N/A N/A
59145
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
59146
pipeworx-io
Horoscope MCP — wraps the keyless Horoscope App API.
59147
Anilkeerthi
Enables Claude to interact with a document processing backend, providing tools …
59148
cyanheads
MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-acce…
69
59149
Robocular
A unified MCP server providing AI agents with 40+ developer APIs including geol…
59150
cstamigo-droid
Provides real-time market data tools (quotes, news, earnings calendar, watchlis…
Showing 59101–59150 of 59221 servers