MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50051 |
amp-mcp-server
Claim
MCP server that wraps CubeCoders AMP to list, inspect, and control game-server …
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| 50052 |
pydanticcontract-mcp
Claim
A paid remote MCP for Pydantic AI structured output, built to return verdicts, …
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| 50053 |
米家 MCP Server
Claim
Enables natural language control of Xiaomi smart home devices through MCP, focu…
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| 50054 |
Azure DevOps MCP Server
Claim
Enables interaction with Azure DevOps services including work items, builds, re…
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| 50055 |
Alienvault Otx
Claim
AlienVault OTX MCP — Open Threat Exchange (free with key)
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| 50056 |
Neuro Vault MCP
Claim
An MCP server that provides semantic search and vault operations for Obsidian n…
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| 50057 |
Provides tools for searching, creating, and managing Indian Government Schemes …
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| 50058 |
Crypto Options Desk MCP
Claim
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
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| 50059 |
Universal MCP Server
Claim
Provides comprehensive MCP functionality with GGUF model integration, enabling …
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| 50060 |
MCP Calculator
Claim
A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 50061 |
Desktop Commander
Claim
Execute terminal commands and manage files with diff editing capabilities. Codi…
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| 50062 |
dbrain
Claim
Provides persistent, structured memory for AI assistants across multiple client…
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| 50063 |
FCoP
Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
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| 50064 |
OneTech MCP Server
Claim
Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
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| 50065 |
crawlgraph-mcp
Claim
Backlink intelligence and competitor gap analysis on the public Common Crawl we…
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| 50066 |
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
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| 50067 |
mcp-agent-opt
Claim
Provides code-aware context compression by stripping comments, docstrings, and …
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| 50068 |
Earth Engine MCP Server
Claim
Enables satellite imagery analysis through Google Earth Engine, allowing users …
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| 50069 |
Brave Browser MCP Server
Claim
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
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| 50070 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 50071 |
Agent Construct
Claim
A standardized MCP server implementation that provides AI models with dynamic t…
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| 50072 |
Document Organizer MCP
Claim
Enables agents to manage and organize local documents by listing, inspecting, e…
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| 50073 |
mcp-local-llm
Claim
MCP server that lets Claude Code delegate mechanical tasks to a local LLM for s…
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| 50074 |
mcp-server-linear
Claim
MCP server for accessing and managing Linear resources like issues, projects, a…
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| 50075 |
Coppermind CMO
Claim
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
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| 50076 |
mcp-gera-voice
Claim
GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
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| 50077 |
Velt Analytics Server
Claim
Provide AI assistants and MCP clients with detailed analytics data about organi…
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| 50078 |
Hello
Claim
Create quick, personalized greetings by name. Test workflows and integrations w…
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| 50079 |
Generalized MCP Server
Claim
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
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| 50080 |
USPTO Patent MCP Server
Claim
Enables access to USPTO patent data through multiple APIs including patent sear…
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| 50081 |
apple-mcp
Claim
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| 50082 |
claude-for-abap
Claim
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
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| 50083 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 50084 |
Shellgate
Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
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| 50085 |
mastra-test
Claim
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| 50086 |
Zoro
Claim
Nag MCP powers reminder scheduling that actually sends email (and supports webh…
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| 50087 |
Provides a standardized interface for interacting with Google-Sheet's tools and…
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| 50088 |
mcp-meteo
Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
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| 50089 |
agence
Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
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| 50090 |
fordcor
Claim
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| 50091 |
FilingFirehose
Claim
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
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| 50092 |
ida-fusion-mcp
Claim
Enables AI clients to interact with multiple IDA Pro instances (GUI and headles…
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| 50093 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 50094 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 50095 |
DeepMyst MCP Server
Claim
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
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| 50096 |
gotimer-mcp
Claim
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| 50097 |
shohei
Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
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| 50098 |
unreal-ai-connection
Claim
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
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| 50099 |
mermaid-mcp
Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
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| 50100 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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