1,783 tagged RAG and vectors, measured the same way as everything else here.
Browse within: workflow 142wanwu 107enterprise-ai 96local-llm 89gdpr 85proactive-agent 84embeddings 77skills 72nextjs 61LangChain 58ai-tools 54fastapi 54ai-skills 53chatgpt 53
Skill Cursor
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
pinecone-io/pinecone-cursor-plugin
Skill Claude CodeCodex
Build n8n workflows using the Pinecone Assistant node or Pinecone Vector Store node. Use when building RAG pipelines, chat-with-docs workflows, configuring Pinecone nodes in n8n, troubleshooting Pinecone n8n nodes, or asking about best practices for Pinecone in n8n.
john-walkoe/pinecone_assistant_mcp
Skill Claude CodeCodex
Delegation and answer evaluation workflows for the Pinecone Assistant. Uses assistantchat as a sub-agent (Pinecone handles retrieval and synthesis internally) and evaluateanswer to validate answer correctness and completeness against ground truth. Use when Claude's context window is the primary constraint or when…
Skill Claude CodeCodex
A Chinese-language skill for saving, searching, updating, and deleting information across conversations through a Feishu memory service. Feishu is a collaboration platform, and RAG is a way to retrieve relevant stored documents or notes for an agent.
Skill Claude Code
Safe operations on the ASTGL knowledge base databases — inspect, verify integrity, re-index or retire specific articles, fix orphaned vectors, checkpoint WAL, manage backups. Use when James wants to "fix the database", "remove an article", "re-index X", "why is search returning Y", "check DB integrity", "clean up…
Skill Claude CodeCodex
Mandatory persistent project memory for substantial coding tasks. Use at task start, recovery, milestones, failures, before risky operations, before compaction, and before finishing. v1.0.1 adds type filtering, type-priority scoring, query expansion, grouped context output, and promote workflow.
Skill Claude CodeCodex
Skill da REST API do Base de Conhecimento na MCP.AI: 7 endpoints em /api/kb. Sua base de conhecimento privada: suba documentos (.md, .txt, .docx, PDF, imagens), a plataforma indexa tudo semanticamente e o agente busca o contexto relevante na hora. Ideal pra escritórios. Cada base é isolada, o conteúdo fica…
Skill Claude CodeCodex
Hybrid semantic search (dense vectors + BM25) over local markdown/code knowledge bases. Indexes files into Qdrant via LlamaIndex. Exposed as a CLI (sage) and an MCP server (sage-mcp-mcp). Agents inside an MCP-capable host should prefer MCP tools — shared persistent connection, no subprocess overhead, no Qdrant…
Skill Claude CodeCodex
Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents.
Skill Claude CodeCodex
Search, ingest, expand chunk context, or manage local documents via a local RAG MCP server (tools: querydocuments, readchunkneighbors, ingestfile, ingestdata, deletefile, listfiles). Use when user says "search my docs", "save this page", "read around that chunk", "what did I save about X", or invokes npx local-rag.
Skill Claude CodeCodex
RAG indexing and semantic search for local projects via MCP.
Skill Claude CodeCodex
Semantic search and retrieval over the OpenClaw vault via an MCP server + watcher.
Skill Claude Code
Turn an ir corpus into a deployed, access-controlled MCP connector for a client. Use when the user wants to "make a connector for a corpus", "deploy an ir corpus as a Claude connector", "create a search connector for ", "index these sources and expose them to Claude", or "give a searchable knowledge connector".…
Skill Claude CodeCodex
Use this skill when retrieving context from a pre-synchronized Confluence RAG MCP index.
yyisahandsomeboy/rag_anything_mcp_sever
Skill Claude CodeCodex
A skill for operating the RAG-Anything MCP service, which lets an agent index and search information in files such as PDFs, documents, spreadsheets, web pages, and code.
Skill Codex
Index and semantically search private local text, source code, documentation, and logs with the intel-npu-tools MCP server. Use when an agent needs meaning-based retrieval from a local project or document directory, needs to refresh an existing NPU index, or needs source-backed local context without uploading files.
Skill Claude CodeCodex
Workflow for implementing, changing, extending, or refactoring features in RAGBuddy. Covers current-state (and planned) documentation, runtime-path tracing, tests, verification, and documentation updates.
Skill Claude CodeCodex
How this household runs its Sunday weekly review.
Skill Claude Code
Semantic search over the organization's VHDL code, coding standards, VHDL-related documentation, and general source code via the vhdl-rag-mcp MCP server (searchhdl, searchvhdl, searchdocs, searchcode, searchknowledge, getsource, repositoryfiles). Use when implementing or modifying HDL, looking up or enforcing design…
Skill Claude CodeCodex
Produce a coverage-checked report of the entire Memex conversation corpus when the user asks to analyze, organize, or summarize all Codex history. Use deterministic totals first and label unfinished backfill honestly.
Skill Claude Code
Initialize Semdex in the current repository. Indexes the codebase, downloads the embedding model, and sets up the .repoidentity directory. Run once per repo, or after git clone.
Skill Claude CodeCodex
Performs read-only ZAP RAG and IntelliJ IDE intelligence over MCP. STRICT priority: always use ZAP MCP tools first (RAG, then PSI, then FS); only after ZAP is exhausted may the agent use native/host search; agent own capabilities (memory, guessing, ad-hoc grep) are last resort. Use when ZAP RAG MCP is available, or…
Skill Claude CodeCodex
Connect to Tillpad MCP for bounded KVP, RAG search, receive-only email inboxes (webhooks, blocklist, raw MIME), and run-key wipe receipts. Use when onboarding to Tillpad, minting API keys, creating agent inboxes, or running the zero-human bootstrap loop.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: