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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 →
@imenam/mcp-documentorMCP serverMCP
by Matthieu-Pesnot-Pin
Unknown

MCP server to create, manage and search project documentation with staleness tracking and semantic search.

Code DocumentationVector Search~100%
npm:@imenam/mcp-documentor · local package344/wkpublished 3 d ago
memories-mcpMCP serverMCP
by divyekant
Unknown

Memories — agent-agnostic memory for AI coding agents. MCP server + installer CLI.

Agent MemoryVector Search~75%
npm:memories-mcp · local package344/wkpublished 10 d ago
doc2mcpMCP serverMCP
by doc2mcp
Unknown

Turn any documentation site into a hosted MCP server from your terminal — for Cursor, Claude, VS Code, Windsurf, and OpenAI agents.

Code DocumentationDocumentation LookupVector Search
npm:doc2mcp · local package335/wkpublished 3 mo ago
mcp-arabic-ms-wordMCP serverMCP
by marwandevspace
Unknown

High-precision Arabic Microsoft Word MCP server with RAG cognitive intent reasoning, docx creation, inspection, RTL styling, text repair, XML decompression & surgery, BiDi OpenXML surgery, visual page auditing (Pages/), assets image sourcing, and template

Document ConversionVector Search~94%
npm:mcp-arabic-ms-word · local package332/wkpublished 2 mo ago
@law-star-cn/lawstar-dsh-mcpMCP serverMCP
by law-star-cn
Unknown

DeepSeek Harness 插件:一键 API Key 接入法律之星 MCP(语义检索/法条调取/法规列表/批量识别/幻觉校验/批量引用) / One-click API Key connect to LawStar legal-data MCP for DeepSeek Harness

Contracts & LegalVector Search~75%
npm:@law-star-cn/lawstar-dsh-mcp · local package329/wkpublished 13 d ago
yats-toolkitMCP serverMCP
by fvinciarelli
Unknown

YATS — Yet Another Token Saver. One-command MCP server that indexes your codebase into a knowledge graph so AI agents (Claude, Cursor, Copilot) can search and navigate it without burning tokens.

Vector SearchKnowledge Graphs
npm:yats-toolkit · local package327/wkpublished 17 d ago
nvidia-nim-mcpMCP serverMCP
by david-eve-za
Unknown

MCP server for NVIDIA NIM - 50+ LLMs, multimodal, image gen, embeddings, reranking

Vector SearchTeam ChatCode Generation~75%
npm:nvidia-nim-mcp · local package316/wkpublished 5 mo ago
maagpi-images-mcpMCP serverMCP
by r3_v3ng3r
Unknown

Google AI MCP server for images, speech, music, text and embeddings via Imagen, Gemini, Gemini TTS and Lyria

Speech SynthesisVector SearchImage GenerationMusic & Audio~100%
npm:maagpi-images-mcp · local package315/wkpublished 2 mo ago
tea-ragsMCP serverMCP
by artk0de
Unknown

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI

Vector Search
npm:tea-rags · local package306/wkpublished 21 d ago
@dhaxor/open-contextAgent
by Dhaxor
Unknown

Local-first code retrieval and coding agent — hybrid semantic + keyword search over your codebase, served to any AI over MCP. Runs fully offline.

Code Generation~100%Vector SearchDatabases~64%
npm:@dhaxor/open-context · local package305/wkpublished 19 h ago
lilbeeMCP serverMCP
by tobocop2
Unknown

The whole local AI stack in one executable: run and manage local models across every GPU you have, and search your files, notes, code, and crawled sites with answers that cite the source. Terminal app, CLI, MCP server, and REST API. Auto-detects your hard

Vector Search
npm:lilbee · local package305/wkpublished 3 d ago
logosdb-mcp-serverMCP serverMCP
by jose-blockchain
Unknown

MCP server for LogosDB: local semantic memory, file indexing, and hybrid search for Claude Code, Cursor, and other MCP clients

Vector SearchDatabases~68%
npm:logosdb-mcp-server · local package302/wkpublished 12 d ago
@satori-code/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:@satori-code/mcp · local package300/wkpublished 11 d ago
project-agent-memoryMCP serverMCP
by balaji-g42
Unknown

MCP server for memory management using vector database

Databases~100%Vector SearchAgent Memory
npm:project-agent-memory · local package291/wkpublished 7 d ago
@orellbuehler/paperless-mcpMCP serverMCP
by OrellBuehler
Unknown

Model Context Protocol server for Paperless-ngx: documents, organization, saved views, users, workflows, and optional semantic search.

Vector Search~100%
npm:@orellbuehler/paperless-mcp · local package290/wkpublished 2 d ago
aifp-mcpMCP serverMCP
by wjabanjj
Unknown

Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.

Vector SearchAgent MemoryDatabases
npm:aifp-mcp · local package289/wkpublished 3 mo ago
@yikizi/mcp-local-ragMCP serverMCP
by yikizi
Unknown

Local RAG MCP Server - Enhanced with hybrid search, memory management, and code file support (fork of shinpr/mcp-local-rag)

Vector Search
npm:@yikizi/mcp-local-rag · local package285/wkpublished 11 mo ago
sverkloMCP serverMCP
by sverklo
Unknown

Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

Code Review~100%Vector SearchAgent MemoryRefactoringSecurity Review~75%
npm:sverklo · local package282/wkpublished 3 mo ago
ainative-postgres-mcpMCP serverMCP
by AINative-Studio
Unknown

Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.

DatabasesVector SearchWorkflow Automation~58%
npm:ainative-postgres-mcp · local package281/wkpublished 2 mo ago
keymemMCP serverMCP
by donggyun112
Unknown

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

Vector SearchAgent MemoryKnowledge Graphs
npm:keymem · local package279/wkpublished 18 d ago
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GET /api/v1/search?capability=data.vector-search&status=live
Aliases

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

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