Results for “indexes”

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

TokToken is a fast, single-binary C codebase indexer for AI coding agents. Powered by universal-ctags and SQLite FTS5, i

AI Coders search blindly. Be their guide.

A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Co

@DeusData

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in mil

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your co

Alcove is an MCP server that gives AI coding agents on-demand access to your private project docs — BM25 + vector hybrid

A Jetbrains IDE IntelliJ plugin aimed to provide coding agents the ability to leverage intelliJ's indexing of the codeba

Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero depende

[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + rerank

Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapsh

Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works f

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots,

Local cognitive infrastructure for AI coding agents — semantic memory, repository intelligence, and MCP tools to reduce

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MC

A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for crea

Local multi-agent coding orchestrator with 22 pipeline roles, TDD enforcement, SonarQube integration, and automated code

CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) w

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enab

Fast Obsidian-aware search and discovery that makes AI agents or OpenClaw your true knowledge assistant.

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and archite

The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

SQL Server MCP demo - two MCP server patterns on SQL Server 2025: Data API Builder for CRUD and a custom TypeScript DBA

Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRUD, OAuth, and a self-describin

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

A Model Context Protocol server for character-level index-based string manipulation

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and ag

Self-hosted AI code review that runs in CI and posts inline comments. 12 AI providers (Claude, GPT-4o, Gemini, Ollama, …

Dev Agent is a repository-aware context provider that helps AI tools like Claude Code understand codebases more deeply w

Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.

Algorand Local Model Context Protocol (Server & Client)

MCP Server for Wazuh SIEM

Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-smal

MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-deman

Pre-indexed code knowledge graph for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent —

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read