Vector Search

AINative ZeroDB MCP Server - 93 operations for vector search, TurboQuant vector compression (PolarQuant + QJL), NoSQL, dedicated PostgreSQL management, files, events, RLHF, knowledge graph (entities, edges, traversal, GraphRAG, ontology CRUD, contradictio

Evidence-tracked local memory MCP server: one SQLite file; corrections retire dependent memories.

A fully local MCP server for long-term memory with semantic search

Scans RAG content/scraped pages for indirect prompt injection

PDF MCP server: PDF/A, PDF/X-4, PAdES (LTV), forms, 32 scripts, JPEG 2000, spot colours. 28 tools

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

High-performance knowledge graph MCP server for AI coding agents with semantic search.

Answer questions over large PDF folders up to 3x faster, with file and page citations. Runs locally.

Universal MCP Server for AI Agents (Claude Desktop, Cursor, Windsurf) - Fast, Zero-Browser Web Extraction & 100 Commercial Presets

Local-first memory for AI agents — the dimple CLI: write, query, and index memories, serve the MCP server, and use the standalone binary where one is available.

Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escalation.

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

MCP server for governed, versioned, AI-ready context — gives Claude, Cursor, Gemini, Copilot, and Windsurf access to structured knowledge bases

Local-first, compliance-grade MCP memory layer with hybrid keyword + semantic search for coding agents

Embedded SQL database with full-text and vector search, an MCP server, and a sqlite3-shaped shell. No native build step: the binaries ship as platform packages.

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

Local MCP server for Sırdaş: PDF→Markdown for AI, PII anonymization and PDF operations that run on your machine. Files never leave the computer.

Local-first MCP server that gives AI tools semantic memory of your codebase.

MCP server that builds code graphs to provide rich context to LLMs