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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

3.3k records2101 liveRefine in search →
github-rag-mcpMCP serverMCP
by liplus-language
Unknown

MCP server for semantic search of GitHub issues/PRs via Cloudflare Worker

Vector SearchVersion ControlCloud Platforms
npm:github-rag-mcp · local package427/wkpublished 1 mo ago
@kelceyp/cawMCP serverMCP
by kelceyp
Unknown

Unified Web/MCP server with React web app. MD document management, handlebars templating, agent orchestration (aka browser based reskinning of claude code, codex and cursor that allows any of these agents to use any other as subagents) and user stories

Vector Search
npm:@kelceyp/caw · local package426/wkpublished 20 d ago
langflow-mcp-serverMCP serverMCP
by nobrainer-tech
Unknown

Integration for Langflow API 1.13.0 via Model Context Protocol (MCP)

Vector Search
npm:langflow-mcp-server · local package420/wkpublished 4 d ago
@ssmeo/mcp-local-ragMCP serverMCP
by ssmeo
Unknown

Local RAG MCP Server - Easy-to-setup document search with minimal configuration (fork with remote embedding server support)

Vector SearchModel Access
npm:@ssmeo/mcp-local-rag · local package420/wkpublished 8 d ago
@zokizuan/satori-mcpMCP serverMCP
by zokizuan
Unknown

Local-first code intelligence for AI coding agents: natural-language + lexical repository search, exact source/symbol navigation, relationships, freshness, and indexing.

Code Generation~100%Vector Search~75%
npm:@zokizuan/satori-mcp · local package413/wkpublished 1 mo ago
kontexta-mcpMCP serverMCP
by safiyu
Unknown

The local Brain and Hands for AI coding agents (MCP Server)

Vector Search
npm:kontexta-mcp · local package410/wkpublished 9 d ago
dsh-knowledge-base-localMCP serverMCP
by yaohaolin
Unknown

A local, model-readable knowledge-base plugin for DeepSeek Harness (DSH): Markdown-first storage, six agent tools, a CLI, a Web settings panel, PDF/Office text extraction, an MCP server for external clients, at-rest AES-256-GCM encryption and role-based m

Vector Search
npm:dsh-knowledge-base-local · local package406/wkpublished 9 d ago
mcp-serverMCP serverMCP
by vectros-ai
Unknown

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

Vector Search
npm:@vectros-ai/mcp-server · local package400/wkpublished 13 d ago
promptgraph-mcpMCP serverMCP
by neipan
Unknown

Semantic skill router for Claude Code — load only the skills you need, save 20k+ tokens per session

Vector Search
npm:promptgraph-mcp · local package399/wkpublished 5 mo ago
@intellara/trovegen-mcpMCP serverMCP
by trovegen
Unknown

MCP server for troveGEN — gives any MCP-capable agent grounded, cited answers, hybrid search, and exact table computation over troveGEN knowledge bases.

Vector Search
npm:@intellara/trovegen-mcp · local package398/wkpublished 27 d ago
KEPTA — the memory for AI systemsMCP serverMCP
by DamianTodorovic
Unknown

Local encrypted memory for AI: hybrid search, 8 MCP tools, one file you own. Free, no cloud.

Agent MemoryKnowledge GraphsDatabasesVector Search
npm:kepta-mcp · local package394/wkpublished 26 d ago
Obsidian BrainMCP serverMCP
by sweir1
Unknown

Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

Vector SearchNotes & DocsKnowledge GraphsSecrets ManagementDatabases
npm:obsidian-brain · local package385/wkpublished 6 mo ago
MonetMCP serverMCP
by team-monet
Unknown

Local-first, state-centric memory for coding agents. MCP server + CLI.

Agent MemoryVector Search
npm:@team-monet/monet · local package382/wkpublished 2 mo ago
Search MemoryMCP serverMCP
by kefyusuf
Unknown

Free web search and long-term memory for AI assistants. No API keys; data stays local.

Web SearchVector SearchAgent MemoryBrowser AutomationWeb Scraping
npm:search-memory-mcp · local package374/wkpublished 11 d ago
hyperspacedb-skillsAgent
by yarlabs
Unknown

AI agent skills (SKILL.md files) for HyperspaceDB integration in Cursor, Claude Code, Antigravity, Windsurf, and custom agents.

Vector SearchKnowledge GraphsDatabases~68%
npm:hyperspacedb-skills · local package366/wkpublished 11 d ago
docbrain-mcpMCP serverMCP
by docbrain-ai
Unknown

DocBrain MCP server — query your documentation from Claude Code, Cursor, and any MCP-compatible editor

Code DocumentationVector Search
npm:docbrain-mcp · local package364/wkpublished 5 d ago
KybaseMCP serverMCP
by Kyrzin
Unknown

Self-hosted Markdown memory for AI agents: notes you can read and edit, with hybrid search.

Agent Memory~100%Vector Search~75%
npm:kybase-mcp · local package362/wkpublished 10 d ago
memexMCP serverMCP
by STiFLeR7
Unknown

Temporal engineering context for agents via MCP.

Agent Memory~100%Knowledge GraphsVector SearchCode Generation~75%
npm:stifler-memex-mcp · local package361/wkpublished 13 d ago
embark-mcpMCP serverMCP
by jetbrains
Unknown

MCP server proxy for Embark code search

Vector Search~75%
npm:embark-mcp · local package347/wkpublished 11 mo ago
twining-mcpMCP serverMCP
by daveangulo
Unknown

Agent coordination MCP server and Claude Code plugin — shared blackboard, decision tracking, and context assembly

Knowledge GraphsAgent OrchestrationVector Search~75%
npm:twining-mcp · local package347/wkpublished 2 mo ago
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Aliases

vector, embeddings, semantic search, pinecone, qdrant, weaviate, chroma, rag

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