MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58951 |
Provides over 300 medical calculator tools for AI assistants, supporting eviden…
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| 58952 |
MCP Server My Lark Doc
Claim
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
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| 58953 |
amp-mcp-server
Claim
MCP server that wraps CubeCoders AMP to list, inspect, and control game-server …
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| 58954 |
SupraPrompt MCP Server
Claim
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
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| 58955 |
Azure DevOps MCP Server
Claim
Enables interaction with Azure DevOps services including work items, builds, re…
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| 58956 |
md-graph
Claim
MCP server that enables full-text search and link navigation over Markdown file…
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| 58957 |
Browser MCP Server
Claim
Enables AI clients to directly control a real Chrome/Edge browser via a WebSock…
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| 58958 |
RemoteShell MCP
Claim
A server that enables LLMs to securely manage and execute commands on remote SS…
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| 58959 |
MCP server for ASTRA bio-hybrid neuromorphic simulation pipeline, exposing SNN,…
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| 58960 |
米家 MCP Server
Claim
Enables natural language control of Xiaomi smart home devices through MCP, focu…
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| 58961 |
BharatPay MCP
Claim
Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
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| 58962 |
MCP Server ELK
Claim
A production-oriented, read-only MCP server for secure ELK stack analysis, comp…
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| 58963 |
PR Orchestrator MCP
Claim
A tools-only MCP server that provides a safe, deterministic interface for autom…
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| 58964 |
verity
Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
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| 58965 |
AI-powered assistant that connects Claude to video encoding workflows, translat…
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| 58966 |
Alienvault Otx
Claim
AlienVault OTX MCP — Open Threat Exchange (free with key)
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| 58967 |
MCP Gemini CLI
Claim
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
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| 58968 |
Provides tools for searching, creating, and managing Indian Government Schemes …
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| 58969 |
Neuro Vault MCP
Claim
An MCP server that provides semantic search and vault operations for Obsidian n…
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| 58970 |
dbrain
Claim
Provides persistent, structured memory for AI assistants across multiple client…
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| 58971 |
ip-network-ai-mcp
Claim
ip-network-ai-mcp MCP server by MEOK AI Labs
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| 58972 |
Proxima
Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
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| 58973 |
Manos MCP
Claim
A Model Context Protocol server for ad-hoc UI testing of Android and iOS apps, …
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| 58974 |
athena-mcp-server
Claim
Remote MCP server for AWS Athena that allows executing SQL queries, checking st…
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| 58975 |
MCP Calculator
Claim
A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 58976 |
Desktop Commander
Claim
Execute terminal commands and manage files with diff editing capabilities. Codi…
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| 58977 |
FCoP
Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
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| 58978 |
Document Organizer MCP
Claim
Enables agents to manage and organize local documents by listing, inspecting, e…
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| 58979 |
Brave Browser MCP Server
Claim
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
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| 58980 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 58981 |
mcp-local-llm
Claim
MCP server that lets Claude Code delegate mechanical tasks to a local LLM for s…
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| 58982 |
mcp-server-linear
Claim
MCP server for accessing and managing Linear resources like issues, projects, a…
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| 58983 |
ArvanCloud MCP Server
Claim
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
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| 58984 |
Browserbase MCP Server
Claim
Enables AI to control cloud browsers and automate web interactions through Brow…
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| 58985 |
claude-for-abap
Claim
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
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| 58986 |
MCP server to access and search adonis-mcp documentation files from GitHub, wit…
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| 58987 |
companies-house-mcp
Claim
Enables AI assistants to search and retrieve UK Companies House data including …
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| 58988 |
Cerefox
Claim
User-owned shared memory for AI agents, providing a persistent, curated knowled…
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| 58989 |
apple-mcp
Claim
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| 58990 |
Shellgate
Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
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| 58991 |
mastra-test
Claim
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| 58992 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 58993 |
mcp-meteo
Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
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| 58994 |
mneme
Claim
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is g…
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| 58995 |
fordcor
Claim
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| 58996 |
slack-user-mcp-server
Claim
Enables AI agents to interact with Slack using a user token, providing full acc…
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| 58997 |
DeepMyst MCP Server
Claim
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
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| 58998 |
owasp-agentic-mcp
Claim
owasp-agentic-mcp MCP server by MEOK AI Labs
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| 58999 |
ida-fusion-mcp
Claim
Enables AI clients to interact with multiple IDA Pro instances (GUI and headles…
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| 59000 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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