Local Rag
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code…
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Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code…
Fact-check and fix AI outputs. MCP server for hallucination detection, schema validation, and output correction.
Static technical-debt analysis across 14 languages, exposed as MCP tools and resources
Multimodal Cultural Intelligence Infrastructure for AI Agents. The only MCP server that analyzes text, images, and video for cultural risks across 200+…
A read-only trust + intelligence layer between AI agents and your database — the agent never writes SQL, PII is refused before the query runs, and every call…
Stop re-explaining yourself to agents. Give it the right context right when it is needed.
Search your knowledge bases from any AI assistant. Ragora is a knowledge marketplace that lets you upload, organize, and search documents using hybrid RAG…
Global MCP server that manage all the project data,
MCP server to efficiently check all Mermaid diagram types for syntax errors
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents can achieve long-term goals and avoid confusion.
Give your AI the ability to read the web. Fetches URLs as clean markdown with 9 fallback strategies. Handles tweets, YouTube, arXiv, PDFs, and regular pages.
Global MCP server that manage all the project data,
Local-first knowledge base MCP server. Let AI agents (Claude, Cursor, Gemini CLI, etc.) read and write your Markdown notes via MCP protocol. Supports…
Product mockup rendering API. Upload PSD templates, render photorealistic mockups with 9 MCP tools including AI render.
439 MCP tools for managing CMS platforms with AI. Full REST API coverage for WordPress (143 tools), Shopify (147 tools), WooCommerce (95 tools), Framer (20…
Local-first agent memory MCP — Claude Code, Cursor, OpenAI Codex, and Gemini CLI share one SQLite brain. 6-layer structured memory…
Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that
Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate…
AI document editor for humans and AI agents: hosted MCP server with 38 tools, surgical edits that preserve formatting, real .docx and PDF export.
MCP server to connect AI agents to any github corpa
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever for the first 1000 Stargazers.
Query real-time SEC Form 4 insider trading data from Claude, Cursor, Windsurf, and Zed via natural language. 9 tools, free tier, amendment-aware
Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph…
Manage test cases directly from Claude, Cursor, Windsurf, and other MCP-compatible AI coding assistants. TestCollab serves as a governance layer and truth…