MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58301
romanpert
mcp-aemps Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
58302
reazon-rudel
Self-hosted MCP server for Slack using User OAuth Token, enabling message manag…
58303
userlite
Intelligent routing service that selects optimal AI models based on capability …
N/A N/A 95
58304
DanMeon
Connects LLM agents to Apache Atlas for searching, tracing lineage, and managin…
58305
ammons-datalabs
MCP server providing persistent memory for LLMs via semantic search over captur…
N/A N/A
58306
juergenkoller-software
distill-mcp Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
N/A N/A
58307 N/A N/A 95
58308
JagminasJ
AutotaskMCP Claim
Enables interaction with Autotask REST API for ticket management and querying t…
N/A N/A
58309
Masoud-Masoori
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
58310
Tai-DT
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
N/A N/A
58311
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
N/A N/A 75
58312
sasha-id
email-mcp Claim
MCP server for managing email via IMAP/SMTP, supporting multiple accounts and t…
N/A N/A
58313
filhocf
Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc…
58314
tinywind
Brings all SuperClaude features to Gemini CLI, enabling advanced coding assista…
N/A N/A
58315
lihongwen
An MCP server providing comprehensive PDF processing capabilities with 18 tools…
N/A N/A
58316
naaomiur
SimuBridge Claim
Enables AI assistants to control MATLAB Simulink models through natural languag…
N/A N/A
58317
rh-rahulshetty
AutoMCP Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
N/A N/A
58318
socials-zanskar
Enables interaction with the Nubra trading platform for authentication, instrum…
58319
XuanyouLiu
MCP server that implements a cognitive survey response framework by storing per…
N/A N/A
58320
PedroGiudice
MCP-LEI Claim
Servidor MCP para busca e normalização de citações de leis brasileiras em arqui…
N/A N/A
58321
hadi21k
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
N/A N/A
58322
node2flow-th
MCP server for the Notion API, enabling management of pages, blocks, databases,…
N/A N/A
58323
tgmclaughlin
Enables interaction with the Harvest time tracking API for managing time entrie…
58324
nelsonra
mixcloud-mcp Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
58325
MCP-Mirror
Enables direct interaction with AWS S3 buckets through the Model Context Protoc…
81
58326
bl00dclot
gsap-mcp Claim
A static code generation server for GSAP animations. It provides 18 tools to ge…
N/A N/A
58327
happy2h
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
N/A N/A
58328
meimakes
pokeclaw Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
58329
notpoiu
Enables AI agents to interact with a running Roblox game client to execute Lua …
N/A N/A
58330
CSOAI-ORG
project-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58331
itsKazgar
AI-powered Solana trading bot with MCP integration for trading and monitoring.
58332
juanQNav
Exposes Google NotebookLM notebooks as tools for AI assistants, enabling listin…
N/A N/A
58333
izaitsevfb
Grafana MCP Claim
MCP server for Grafana that provides tools to interact with dashboards, data so…
58334
JessiP23
Enables weather data retrieval and analysis through an MCP server interface wit…
N/A N/A 95
58335
privatenesk
bookmark-mcp Claim
A bookmark management MCP server that enables saving, searching, and managing b…
58336
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
58337
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
58338
myx0423
A MCP server that gives Claude Code and other AI assistants long-term memory by…
N/A N/A
58339
dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
N/A N/A
58340
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
58341
ntriq
lawink-mcp Claim
Enables querying Korean legal knowledge graph with 160K precedents and 130K sta…
58342
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
N/A N/A
58343
avargas2026
Enables AI agents to audit, manage, and optimize Frigate NVR configurations, in…
N/A N/A
58344
benseverndev-oss
devpilot Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
N/A N/A
58345
tyson-swetnam
A Model Context Protocol server providing seamless access to the Hawaii Climate…
N/A N/A
58346
peter21476
Read-only MCP server for short-term stock and ETF market research, providing to…
58347
kevinnguyen805
poke-conduit Claim
A production-shaped, durable multi-agent backend for the Poke MCP client, provi…
58348
theunreal
codebase-mcp Claim
Enables AI agents to semantically search and navigate code repositories using n…
N/A N/A
58349
TestKAi005
Official MCP server for Feishu/Lark OpenAPI, enabling AI assistants to interact…
N/A N/A
58350
biguxuzz
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
N/A N/A
Showing 58301–58350 of 58579 servers