Search & Knowledge MCP Servers

Local-first memory layer for AI agents - MCP server

- Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.

Self-hosted catalogue of your skills, agents and MCP servers, searchable by meaning over MCP

Research Hadith, authenticity, grading, Takhrij and Sharh [commentaries] in Claude Desktop for free.

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

Model Context Protocol server providing semantic search over Dynamics 365 F&O artifacts.

Scholar MCP: multi-source academic search, citation traversal, and deep research

The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.

Find customers, research each one and draft the outreach. Nothing sends without approval.

Belgian legislation via MCP — full-text search across statutes and provisions

MCP server for MinLit — personalized academic paper discovery

A loopback transport that allows in memory communication between model context protocol clients and servers

Search and read Cyber Library, a free structured cybersecurity knowledge base. Read-only, no auth.

Knowledge-graph memory server for AI tools via MCP

MCP server providing Google Gemini Deep Research capabilities for AI-powered web research

A Model Context Protocol server

Knowledge retrieval tool operating according to the Model Context Protocol (MCP)

Integrates CodeLogic's powerful codebase knowledge graphs with a Model Context Protocol (MCP) server

MCP servers for interacting with Algolia

Local-first, line-accurate search for blazing-fast lookups of llms.txt documentation. Human-friendly, Agent-ready.

NodeBench AI is an autonomous research platform. It acts as a team of AI researchers that scour the web, analyze documents, and synthesize decision-ready briefs for founders pitching VCs or investors doing diligence—all fully backed by source evidence and receipts instead of hallucinations.

Polish legislation via MCP — full-text search across statutes and provisions

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.