MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46101
sandersouza
Enables MCP-compatible agents to interact with Grafana instances for searching,…
46102
Sunilk240
A weather service built using Model-Context-Protocol (MCP) that provides curren…
46103
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
46104
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
N/A N/A
46105
nima-karami
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
46106
Roast-Labs
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
46107
alejandro-ao
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
46108
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
N/A N/A
46109
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
46110
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
46111
anilreddykota
Bridges AI coding assistants with website codebases, local git repositories, an…
N/A N/A
46112
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
46113
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
46114
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
46115
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
46116
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
46117
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
46118
oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI…
N/A N/A
46119
Tarun-004
weather mcp Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
46120
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
46121
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
N/A N/A 95
46122
aibenyclaude-coder
Kira Claim
Automatically provides AI agents with proven instructions and past failure warn…
N/A N/A
46123
fkesheh
A hub for creating and managing AI agents that connect to MCP-compatible client…
N/A N/A
46124
hollaugo
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
N/A N/A 95
46125
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
46126
kushalkachari993-dev
A reusable MCP server for Fly.io offering utility tools including weather, web …
46127
orthosie
Give your AI agent access to 150+ translators covering fictional languages, pop…
81
46128
001TMF
blatant-why Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
N/A N/A
46129
cskwork
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
46130
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
46131
bacoco
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
N/A N/A
46132
ThalesMMS
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
46133
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
46134
leroylim
Comprehensive MCP server for integrating with Zabbix monitoring systems, provid…
46135
universal-mcp
Provides a standardized interface for interacting with Reddit's tools and servi…
46136
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
81
46137
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
46138
andrehocsis
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
46139
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
46140
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
46141
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
46142
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
46143
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
46144
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
46145
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
46146
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
46147
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
46148
RainCherb
Enables LLM agents to compress handoffs into structured, auditable context caps…
N/A N/A
46149
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
46150
occirank
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
Showing 46101–46150 of 46347 servers
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