Compliant Llm
Build Secure and Compliant AI agents and MCP Servers. YC W23
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Homelab MCP
MCP servers for managing homelab infrastructure through Claude Desktop. Monitor Docker/Podman containers, Ollama AI models, Pi-hole DNS, Unifi networks, and…
Lancelot-MCP
A containerized MCP server for LanceDB vector search, featuring hybrid processing with Gemini and Ollama.
mem0-mcp-selfhosted
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
openclaw-cost-tracker-mcp
MCP server for AI agent token-cost telemetry + quota-window awareness across Anthropic, OpenAI, Gemini, Ollama, AWS Bedrock. Per-agent attribution, spend-spike…
ZIN MCP Client
A lightweight CLI client that bridges local LLMs running on Ollama with STDIO MCP Servers.
LibreChat
Open-source AI Web UI, supporting multiple providers including OpenAI, Anthropic, Google, Ollama, and local models. Includes MCP support for Agents.
codicil
Codicil indexes a repo's Markdown/YAML/TOML docs into a local Chroma store and exposes query_docs/reindex_docs over MCP. Uses Ollama embeddings when available…
memory-v2
Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully…
Utilify
AI agents compare and sign up for Texas utility plans — electricity, internet, gas, water, trash — ▎ at any ZIP code via MCP. Works with Claude, ChatGPT…
Code Embeddings
A knowledge management tool for code repositories using vector embeddings, powered by a local Ollama service.
ClaudeHopper (Construction Document Analysis)
Integrates with Claude Desktop to analyze construction documents, enabling semantic search across architectural drawings and specifications through LanceDB…
Translator AI
Translate JSON i18n files using Google Gemini or local Ollama models, with incremental caching support.
Vidlizer
Extract structured JSON from video, images, and PDFs using local LLMs (Ollama, LM Studio, oMLX) or via OpenRouter. Runs fully offline.
Deepmiro
Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse…
Mnemo Cortex
Persistent cross-agent semantic memory for AI agents. Recall past sessions, share knowledge across agents. Multi-agent (isolated writes, shared reads)…
Spark MCP (Model Context Protocol) Optimizer
# Spark MCP (Model Context Protocol) Optimizer This project implements a Model Context Protocol (MCP) server and client for optimizing Apache Spark code. The…
FastMCP - Model Context Protocol Server
# FastMCP - Model Context Protocol Server A lightweight Model Context Protocol (MCP) server implemented with [FastMCP](https://github.com/jlowin/fastmcp), a…
Omni Dev
# omni-dev [](https://crates.io/crates/omni-dev)…
AWS Knowledge Base MCP Server
# AWS Knowledge Base MCP Server ## Usage <table><tr><td>Claude Desktop</td><td>GitHub Copilot</td></tr><tr><td> ```json { "mcpServers": { "knowledge-base": {…
Model Context Protocol Server
Model Context Protocol Server implements the Model Context Protocol (MCP) as described in the official quick start tutorial. It is designed to manage model…
MedixHub Model Context Protocol (MCP) Server
MedixHub - A Model Context Protocol (MCP) server with a collection of medical and healthcare APIs and tools.
Model Context Protocol servers
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context…
Model Context Provider (MCP) Server
# Model Context Provider (MCP) Server ## Overview The **Model Context Provider (MCP) Server** is a lightweight and efficient system designed to manage…