MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46301
persist-1
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
N/A N/A
46302
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
46303
anilreddykota
Bridges AI coding assistants with website codebases, local git repositories, an…
N/A N/A
46304
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
46305
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
46306
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
46307
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
46308
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
46309
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
46310
oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI…
N/A N/A
46311
Tarun-004
weather mcp Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
46312
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
46313
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
N/A N/A 95
46314
aibenyclaude-coder
Kira Claim
Automatically provides AI agents with proven instructions and past failure warn…
N/A N/A
46315
fkesheh
A hub for creating and managing AI agents that connect to MCP-compatible client…
N/A N/A
46316
hollaugo
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
N/A N/A 95
46317
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
46318
kushalkachari993-dev
A reusable MCP server for Fly.io offering utility tools including weather, web …
46319
orthosie
Give your AI agent access to 150+ translators covering fictional languages, pop…
81
46320
001TMF
blatant-why Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
N/A N/A
46321
cskwork
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
46322
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
46323
bacoco
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
N/A N/A
46324
ThalesMMS
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
46325
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
46326
leroylim
Comprehensive MCP server for integrating with Zabbix monitoring systems, provid…
46327
universal-mcp
Provides a standardized interface for interacting with Reddit's tools and servi…
46328
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
81
46329
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
46330
andrehocsis
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
46331
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
46332
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
46333
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
46334
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
46335
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
46336
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
46337
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
46338
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
46339
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
46340
RainCherb
Enables LLM agents to compress handoffs into structured, auditable context caps…
N/A N/A
46341
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
46342
occirank
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
46343
ExigerDev
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
46344
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
46345
applehell
MCP server providing persistent, searchable memory management for AI workflows,…
46346
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
N/A N/A
46347
fashionmascherine-svg
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
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