MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49051 |
mcp-remote-agent
Claim
Enables AI agents to remotely read/write files and execute commands on Linux se…
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| 49052 |
mybrain
Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
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| 49053 |
crewmail
Claim
File-based MCP server for AI coding agents to coordinate via inbox messaging an…
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| 49054 |
langgraph-clean-arch
Claim
MCP server implementing clean architecture with LangGraph for building and mana…
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| 49055 |
memory-slim
Claim
Memory MCP server optimized for AI assistants, reducing context window tokens b…
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| 49056 |
Exchange Rate API
Claim
Real-time and historical exchange rates for 160 fiat, crypto, and precious meta…
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| 49057 |
coinopai-mcp
Claim
Local stdio MCP server for x402-powered paid crypto intelligence: preflight che…
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| 49058 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
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| 49059 |
obsidian-mcp
Claim
Enables Claude Code read/write access to an Obsidian vault, including creating,…
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| 49060 |
IFCX MCP
Claim
Enables AI assistants to create, edit, and export IFC5/IFCX building informatio…
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| 49061 |
caltopo-mcp
Claim
HTTP MCP server for managing CalTopo maps from headless agents, enabling map li…
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| 49062 |
X Algorithm Toolkit
Claim
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
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| 49063 |
nginx-proxy-manager-mcp
Claim
Enables AI agents to manage Nginx Proxy Manager (reverse proxies, streams, redi…
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| 49064 |
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
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| 49065 |
LLM Panel
Claim
A small MCP server that lets Claude (or any MCP client) ask other models what t…
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| 49066 |
aha-mcp
Claim
Enables natural language interaction with Home Assistant for managing entities,…
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| 49067 |
MCP Data Analyst Server
Claim
Transforms AI assistants into data analysts by enabling CSV and Google Sheets i…
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| 49068 |
OpenL MCP Server
Claim
Enables AI assistants to interact with OpenL Studio's business rules management…
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| 49069 |
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
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| 49070 |
jp-pint-mcp
Claim
jp-pint-mcp
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| 49071 |
petal-components-mcp
Claim
MCP server that exposes petal_components schemas and usage examples to AI codin…
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| 49072 |
beacon
Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
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| 49073 |
pipedriver
Claim
MCP server for Pipedrive API v2, enabling management of deals, persons, organiz…
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| 49074 |
Swiss Lawyer MCP
Claim
A production-minded Agentic RAG backend for informational guidance about Swiss …
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| 49075 |
High-performance TypeScript MCP server for MikroTik RouterOS management, enabli…
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| 49076 |
mcp-atlas
Claim
Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup.…
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| 49077 |
Neo4j MCP Server
Claim
A TypeScript MCP server for executing Cypher queries and exploring Neo4j graph …
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| 49078 |
mcp-framework-101
Claim
A starter template for building Model Context Protocol (MCP) servers with mcp-f…
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| 49079 |
Atari Hacker MCP
Claim
Reverse-engineer Atari 8-bit binaries and ATR disk images with 6502 disassembly…
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| 49080 |
SchemaVault
Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
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| 49081 |
data-baltimore
Claim
Access Baltimore open data (data.baltimorecity.gov) via ArcGIS REST API, enabli…
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| 49082 |
Mac-Camera-MCP
Claim
MCP server for macOS that enables photo capture and video recording using the s…
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| 49083 |
case-mcp
Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
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| 49084 |
Picsha AI MCP Server
Claim
MCP server for Picsha AI platform enabling LLMs to search, upload, and manage d…
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| 49085 |
obsidian-mcp
Claim
A Python MCP server for accessing and managing Obsidian vaults, providing tools…
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| 49086 |
mcp-redis-monitor
Claim
Read-only Redis monitoring — queue depths by type, Celery queue status, connect…
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| 49087 |
AppCrane
Claim
AppCrane is the self-hosted home for the apps your AI builds and your AI deploy…
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| 49088 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
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| 49089 |
mcp-postgres
Claim
Read-only PostgreSQL MCP server that enables running SELECT queries, listing ta…
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| 49090 |
vps-ops-mcp
Claim
A safe, structured MCP server that lets AI inspect and operate a VPS through ty…
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| 49091 |
rlm-mcp
Claim
Transforms your local repository into a shared project brain using recursive re…
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| 49092 |
VibeOps MCP
Claim
Enforces structured product development through contract-based validation of mo…
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| 49093 |
AppRanks MCP Server
Claim
Provides live App Store rankings, charts, app details, reviews, and search acro…
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| 49094 |
ITHZ MCP
Claim
Local-first deterministic project memory for AI coding agents, with context pac…
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| 49095 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 49096 |
ibge-microdata-mcp
Claim
Local-first MCP server for discovering, downloading, and analyzing official IBG…
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| 49097 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 49098 |
mcp-stm-montevideo
Claim
MCP server exposing Montevideo public transportation data (STM) as tools for AI…
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| 49099 |
task-manager-mcp
Claim
An MCP server that automates project task breakdown, dependency management, and…
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| 49100 |
ImageMcp
Claim
A full-featured image processing MCP server for AI assistants, exposing ~55 too…
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