MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59851 |
weather-mcp
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| 59852 |
mcp-wait
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Provides a wait tool for AI agents to pause execution until a time duration ela…
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| 59853 |
Agmarknet MCP Server
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Provides LLMs with real-time access to Indian agricultural commodity prices acr…
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| 59854 |
A comprehensive system that helps organizations track, manage, and respond to s…
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| 59855 |
Fireberry CRM MCP Server
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Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
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| 59856 |
mcp-server-sros
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Provides tools to view operational state and change configuration of Nokia SR O…
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| 59857 |
mcpu
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MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
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| 59858 |
openapi-mcp-bridge
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Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
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| 59859 |
rescuedogs
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| 59860 |
personal-context-mcp
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A portable, Markdown-based memory system for Claude Desktop that separates dura…
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| 59861 |
simple-dynamsoft-mcp
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MCP server that helps AI assistants generate accurate code and guidance for Dyn…
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| 59862 |
mcp-email-server-fixed
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| 59863 |
mcp-gerapodcast
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Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
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| 59864 |
BigTime MCP Server
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Provides Claude with access to BigTime's time tracking and project management A…
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| 59865 |
twoslides
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| 59866 |
sentry-mcp
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Enables interaction with Sentry organizations, projects, and issues directly fr…
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| 59867 |
project-brain-mcp
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Engineering memory for Claude Code — prevents re-investigating solved problems …
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| 59868 |
A versatile MCP server that connects to multiple relational databases (MySQL, P…
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| 59869 |
re-llm-decompile
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MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling…
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| 59870 |
coronium-proxy-mcp
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Enables management of 4G/5G mobile proxies from Coronium.io, allowing users to …
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| 59871 |
Price comparison & cart optimizer for bike parts across German & Austrian shops
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| 59872 |
text-transformer
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Transform and analyze text in one place. Convert case, trim whitespace, reverse…
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| 59873 |
Docs-to-AI
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Enables LLMs to query documents using semantic search, supporting PDFs, Word, E…
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| 59874 |
An MCP server that provides AI agents with ICP Triangulation Framework™ for sco…
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| 59875 |
mcp-hetzner
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Enables conversational management of Hetzner Cloud, DNS, and Storage Box infras…
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| 59876 |
leiga_mcp_smithery
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| 59877 |
TokenHub MCP
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A production-packaged Model Context Protocol server for coding agents that rout…
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| 59878 |
SpaceX MCP Server
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A lightweight MCP server that provides analytics on SpaceX launches, including …
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| 59879 |
screenshot-mcp
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MCP server for capturing screenshots of desktop windows on Windows. Allows AI a…
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| 59880 |
MCP-Mem0
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A robust server for managing long-term agent memory using Mem0, providing effic…
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| 59881 |
Outline Wiki MCP Server
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Enables LLMs to interact with Outline wiki for document management, search, col…
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| 59882 |
BananaCrystal MCP Server
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Provides AI agents with a wallet and autonomous payment capabilities using stab…
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| 59883 |
munin
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Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
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| 59884 |
honeylabs-mcp
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Honeypot threat intelligence for AI agents: 90 days of probe data from a sensor…
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| 59885 |
orihime
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Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
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| 59886 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
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| 59887 |
A remote MCP server that enables searching for news articles on specific topics…
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| 59888 |
mcp-dawa
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MCP server for the Danish Address Web API (DAWA), enabling free-text address se…
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| 59889 |
Lupa MCP Server
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Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 59890 |
A Python template for building MCP servers with Streamable HTTP transport, prov…
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| 59891 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 59892 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
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| 59893 |
Solentic
Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
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| 59894 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
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| 59895 |
four-leaf-mcp
Claim
Job search assistant and interview prep inside any ai tool via MCP or public sk…
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| 59896 |
High-performance TypeScript MCP server for MikroTik RouterOS management, enabli…
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| 59897 |
vite-react-teimplate
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| 59898 |
adsb.lol MCP Server
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Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 59899 |
Tableau MCP Server
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Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
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| 59900 |
deadends.dev
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Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
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