Model Context Protocol servers that extend AI capabilities
A general-purpose neuro-symbolic MCP memory engine for AI assistants.
Semantic fact indexer over markdown knowledge bases — extracts atomic facts, entities, and authority scores, then exposes search via MCP
...moreTugrul Guner
Universal converter between CLI (Typer), MCP (FastMCP), and API (FastAPI) interfaces
Corant GmbH
Shared time-series domain layer and Plotly renderer for air-Q MCP providers
MCP server for MolTrust — Trust Infrastructure for AI Agents
Structured error recovery for AI agents. Returns resolution playbooks with backoff schedules, retry strategies, and recovery steps for 20+ services including OpenAI, Anthropic, Stripe, AWS, and Postgres.
...moreMCP server that validates AI-generated Android code against official SDK documentation.
Arpe.io
A Model Context Protocol (MCP) server for LakeXpress, enabling database to Parquet export with sync management and data lake publishing.
...moreArpe.io
A Model Context Protocol (MCP) server for FastTransfer, enabling efficient data transfer between database systems.
Arpe.io
A Model Context Protocol (MCP) server for FastBCP, enabling efficient data export from databases to files.
MCP server for Lightning Tools — pay-per-call AI tools via Bitcoin Lightning
Arpe.io
A Model Context Protocol (MCP) server for MigratorXpress, enabling database migration between heterogeneous database systems.
...moretimolein74
https://github.com/AsterPay/asterpay-mcp-server
sirnoeris
https://github.com/sirnoeris/nomad-intel-api
SoftwareValete
https://github.com/SoftwareValete/fetch-agents-mcp
grimashevich
https://github.com/grimashevich/sweethome3d-mcp-server
0xbrainkid
**GitHub Repo URL:** https://github.com/brainAI-bot/agentfolio-mcp-server
toadlyBroodle
https://github.com/toadlyBroodle/satring/tree/main/mcp
MCP server that exposes Adam Framework vault memory as tools for Claude Desktop, Cursor, and any MCP-compatible client
Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.
Define custom tools and serve them via OpenAPI or MCP interfaces
急语箱项目
急语箱MCP服务器 - 场景识别服务（准确率95%+）
Aarik W
AI-powered Rhino3D MCP bridge — connect Claude to Rhinoceros 3D
James
MCP server for building and modifying Langflow flows via LLM agents