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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 records2103 liveRefine in search →
@faqwise/mcpMCP serverMCP
by ppribylina
Unknown

Serveur MCP de faqwise — consultation des FAQ, de la modération et des conversations

Vector Search
npm:@faqwise/mcp · local package32/wkpublished 2 mo ago
@jackjackstudios/ambiance-mcpMCP serverMCP
by spencerbarron
Unknown

MCP server for code context with semantic search, AI analysis and summary

Vector Search
npm:@jackjackstudios/ambiance-mcp · local package32/wkpublished 13 mo ago
acceleratorsMCP serverMCP
by S2TConsulting
Unknown

36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance.

Vector SearchIdentity & AccessCloud PlatformsAgent OrchestrationDebugging~75%
npm:s2t-mcp-accelerators · local package32/wkpublished 9 mo ago
@opafex/knowledge-gridAgent
by opafex
Unknown

Structured context for AI agents — a layered knowledge grid with vector indexing, domain inference, intent-driven retrieval, and token-budgeted prompt composition. Better context, better agent performance. Zero dependencies.

Vector Search
npm:@opafex/knowledge-grid · local package31/wkpublished 15 d ago
create-opc-wikiMCP serverMCP
by mackclaws
Unknown

Scaffold a personal LLM wiki (Karpathy pattern). MCP-ready, multi-agent, publishable. Zero-prompt install for IM agents (OpenClaw, Hermes, Codex, Claude Code).

Notes & DocsSecrets Management~62%Vector Search~58%
npm:create-opc-wiki · local package30/wkpublished 7 mo ago
@gorizond/mcp-server-ragdocsMCP serverMCP
by gorizond
Unknown

An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities.

Code DocumentationDatabases~100%Vector Search
npm:@gorizond/mcp-server-ragdocs · local package30/wkpublished 2 mo ago
swarmlo-cliMCP serverMCP
by essen_zhao
Unknown

Swarmlo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code

Vector SearchAgent OrchestrationCode Generation~75%Databases~68%
npm:swarmlo-cli · local package30/wkpublished 2 mo ago
@yuelinghuashu/story-cliMCP serverMCP
by yuelinghuashu
Unknown

Zero-deploy, Git-native content management CLI for Markdown stories and knowledge bases. Built-in MCP Server for AI integration, EPUB export, and structure-aware data pipelines for LLM fine-tuning.

CI/CD & Deploy~100%CRM & Sales~100%Version ControlWriting & EditingVector Search
npm:@yuelinghuashu/story-cli · local package30/wkpublished 3 mo ago
@iflow-mcp/jakeliume-webpeelMCP serverMCP
by chatflowdev
Unknown

The web data layer for AI agents — fetch, search, crawl, extract, screenshot, and monitor the web with 55+ domain extractors and MCP.

Data Extraction~100%Web ScrapingBrowser AutomationWeb SearchVector Search
npm:@iflow-mcp/jakeliume-webpeel · local package29/wkpublished 7 mo ago
creatoros-mcpMCP serverMCP
by asvmegh
Unknown

Official Model Context Protocol (MCP) server for CreatorOS — Fast Web-to-Markdown extraction, autonomous agent live web search, and neural text-to-speech for Claude Desktop, Cursor, and Windsurf.

Speech Synthesis~100%Web SearchWeb ScrapingVector Search
npm:creatoros-mcp · local package29/wkpublished 16 d ago
IMAGIN.studio API DocsMCP serverMCP
by IMAGINstudio
Unknown

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

Code DocumentationVector SearchDocumentation Lookup~67%
npm:@imagin.studio/api-docs-mcp · local package29/wkpublished 2 mo ago
structxMCP serverMCP
by divyesh07
Unknown

Graph-powered code intelligence for TypeScript. MCP server + CLI that gives AI agents (Claude, Cursor, Continue, Cline) a function-level knowledge graph of your codebase — millisecond-latency calls instead of grep + file reads.

Knowledge Graphs~100%Vector Search
npm:structx · local package29/wkpublished 3 mo ago
outline-smart-mcpMCP serverMCP
by hui.seo
Unknown

Smart MCP server for Outline Wiki with AI-powered RAG Q&A, summarization, and semantic search

Vector SearchNotes & Docs
npm:outline-smart-mcp · local package29/wkpublished 10 mo ago
@hallaxius/nvidia-nim-mcpMCP serverMCP
by airshakur88
Unknown

MCP server (stdio) exposing 145+ NVIDIA NIM models - chat, embed, rerank, VLM, Flux image gen, OCR, safety. Bun-native, Codex/Claude/opencode-ready.

Image GenerationOCRVector Search
npm:@hallaxius/nvidia-nim-mcp · local package29/wkpublished 4 mo ago
local-memory-mcpMCP serverMCP
by dewilliams
Unknown

Local Memory MCP Server - AI-powered persistent memory system for Claude Code, Claude Desktop, Gemini, Codex, OpenCode and other MCP-compatible tools

Vector SearchAgent MemoryCode ExecutionAPI Access
npm:local-memory-mcp · local package28/wkpublished 6 mo ago
magpie-searchMCP serverMCP
by xfloukiex-lab
Unknown

Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.

Vector Search
npm:magpie-search-mcp · local package28/wkpublished 5 mo ago
ds-rag-mcpMCP serverMCP
by borzelo
Unknown

MCP-сервер для поиска UI-компонентов с использованием RAG на базе LanceDB и GigaChat

Vector SearchDatabases~68%
npm:ds-rag-mcp · local package27/wkpublished 13 mo ago
@zensystemai/multi-agent-memory-mcpMCP serverMCP
by expertlocal
Unknown

Persistent multi-path memory for AI agents — vector + BM25 keyword + entity graph search with RRF fusion, credential scrubbing, auto-consolidation, multi-backend storage (Qdrant + SQLite/Postgres)

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases~80%
npm:@zensystemai/multi-agent-memory-mcp · local package27/wkpublished 8 mo ago
@raevon/mcp-local-ragMCP serverMCP
by raevon
Unknown

Local RAG MCP Server - Easy-to-setup document search with minimal configuration

Vector SearchModel Access
npm:@raevon/mcp-local-rag · local package27/wkpublished 4 mo ago
@mempalace/coreMCP serverMCP
by adshaa
Unknown

Native TypeScript AI memory system and MCP server (Zero-LLM, LanceDB)

Vector SearchAgent MemoryKnowledge GraphsDatabases~68%
npm:@mempalace/core · local package27/wkpublished 7 mo ago
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Aliases

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

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