工具说明为英文。

RAG 与搜索

检索增强、向量数据库、嵌入和语义搜索。

用途

活跃度

排序方式

146

工具排名

按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    其他
    活跃

    【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

    Java许可证: Apache-2.0
    • activiti
    • agent
    • ai
    • antd
    • claude-code

    github实测增长打开来源 ↗

    47 624GitHub 星标+98 (+0.21 %)
  2. 2

    技能
    休眠

    小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

    Python
    • agent-skills
    • ai-search
    • document-search
    • file-search
    • local-search

    github实测增长打开来源 ↗

    安装 git clone https://github.com/dtsola/xiaoyaosearch ~/.claude/skills/xiaoyaosearch

    1 085GitHub 星标+2 (+0.18 %)
  3. 3

    其他
    活跃

    High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

    Rust许可证: Apache-2.0
    • ai-engineering
    • ai-pipeline
    • arrow
    • artificial-intelligence
    • big-data

    github实测增长打开来源 ↗

    5 741GitHub 星标+10 (+0.17 %)
  4. 4

    其他
    活跃

    Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.

    TypeScript许可证: Apache-2.0
    • agent-workflow
    • agentic-workflow
    • agents
    • ai
    • aiagents

    github实测增长打开来源 ↗

    29 537GitHub 星标+48 (+0.16 %)
  5. 5

    库
    活跃

    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you…

    Python
    • ai
    • api
    • chatbot
    • chatgpt
    • database

    github实测增长打开来源 ↗

    39 491GitHub 星标+53 (+0.13 %)
  6. 6

    其他
    活跃

    The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

    TypeScript许可证: Apache-2.0
    • applicant-tracking-system
    • ats
    • hacktoberfest
    • machine-learning
    • natural-language-processing

    github实测增长打开来源 ↗

    28 328GitHub 星标+34 (+0.12 %)
  7. 7

    其他
    活跃

    Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

    Rust
    • ai
    • bigdata
    • cloud-native
    • database
    • elasticsearch

    github实测增长打开来源 ↗

    9 434GitHub 星标+10 (+0.11 %)
  8. 8

    其他
    活跃

    CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

    Java许可证: Apache-2.0
    • analytics
    • big-data
    • cratedb
    • database
    • dbms

    github实测增长打开来源 ↗

    4 432GitHub 星标+3 (+0.07 %)
  9. 9

    库
    活跃

    LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

    Java许可证: Apache-2.0
    • arrow
    • daft
    • datafusion
    • flink
    • gluten

    github实测增长打开来源 ↗

    3 249GitHub 星标+2 (+0.06 %)
  10. 10

    智能体
    活跃

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    Python许可证: Apache-2.0
    • agent
    • ai
    • chatbot
    • enterprise
    • finetune

    github实测增长打开来源 ↗

    11 923GitHub 星标+3 (+0.03 %)
  11. 11

    智能体
    活跃

    TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

    Go许可证: Apache-2.0
    • agent
    • agent-context
    • agent-memory
    • agentic
    • ai

    github实测增长打开来源 ↗

    40 487GitHub 星标+9 (+0.02 %)
  12. 12

    MCP
    未知最近提交：暂无数据

    Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more.

    mcp实测增长打开来源 ↗

    安装 claude mcp add fo-semantic-mcp -- npx fo-semantic-mcp

    867 天下载量稳定
  13. 13

    技能
    活跃

    Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.

    JavaScript许可证: MIT
    • agent-skills
    • ai-agents
    • ai-assistant
    • claude-code
    • codex

    github实测增长打开来源 ↗

    安装 git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki

    123GitHub 星标稳定
  14. 14

    MCP
    未知最近提交：暂无数据

    AI-native digital asset management: semantic search, generative image edits, and CDN delivery.

    mcp实测增长打开来源 ↗

    安装 claude mcp add picsha -- npx @picsha-ai/mcp-server

    767 天下载量稳定
  15. 15

    MCP
    活跃

    Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

    JavaScript许可证: Apache-2.0

      mcp实测增长打开来源 ↗

      需在 MCP 配置中声明的远程服务器 https://three.ws/api/ibm-mcp

      105GitHub 星标稳定
    • 16

      MCP
      活跃

      Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

      Python许可证: Apache-2.0

        mcp实测增长打开来源 ↗

        安装 claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server

        3 091GitHub 星标稳定
      • 17

        MCP
        活跃

        Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

        ↓ 84 下载/周JavaScript许可证: Apache-2.0

          mcp实测增长打开来源 ↗

          安装 claude mcp add alibaba-cloud -- npx @three-ws/alibaba-cloud-mcp

          105GitHub 星标稳定
        • 18

          MCP
          活跃

          IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

          ↓ 73 下载/周JavaScript许可证: Apache-2.0

            mcp实测增长打开来源 ↗

            安装 claude mcp add ibm-watsonx -- npx @three-ws/ibm-watsonx-mcp

            105GitHub 星标稳定
          • 19

            MCP
            活跃

            x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

            ↓ 70 下载/周JavaScript许可证: Apache-2.0

              mcp实测增长打开来源 ↗

              安装 claude mcp add ibm-x402-mcp -- npx @three-ws/ibm-x402-mcp

              105GitHub 星标稳定
            • 20

              MCP
              未知最近提交：暂无数据

              Advanced codebase indexing and semantic search MCP server

              mcp实测增长打开来源 ↗

              安装 claude mcp add deepcontext -- npx @wildcard-ai/deepcontext

              747 天下载量稳定
            • 21

              技能
              活跃

              Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architecture extracts structured elements, page content, and AI-enriched metadata from research papers and books. Generate PRDs, workflows, topic clusters,…

              Python
              • agent-use-ready
              • ai-agents
              • claude-code
              • claude-skills
              • doc-converter

              github实测增长打开来源 ↗

              安装 git clone https://github.com/agentii-ai/DocMeld ~/.claude/skills/DocMeld

              100GitHub 星标稳定
            • 22

              MCP
              未知最近提交：暂无数据

              Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.

              mcp实测增长打开来源 ↗

              安装 claude mcp add agentbay-mcp -- npx aiagentsbay-mcp

              527 天下载量稳定
            • 23

              其他
              已放弃

              Step-by-step challenge lab repo to build your custom LLM Deep Researcher Assistant using Genkit

              TypeScript
              • a2a
              • deep-research
              • firestore
              • gcp
              • genkit

              github实测增长打开来源 ↗

              97GitHub 星标稳定
            • 24

              智能体
              活跃

              🚀 Way Back Home

              Python许可证: Apache-2.0
              • a2a
              • adk
              • agents
              • bigquery
              • google-cloud

              github实测增长打开来源 ↗

              96GitHub 星标稳定

            学习与参考资源

            按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

            1. 1

              ai-engineering-hub

              智能体
              活跃打开来源 ↗

              In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

              Jupyter Notebook许可证: MIT
              • agents
              • ai
              • llms
              • machine-learning
              • mcp
              github资源实测增长
              37 263GitHub 星标+46 (+0.12 %)