A
licenseA
qualityC
maintenanceEnables searching and retrieving documents from a local folder to ground LLM answers in your files.
Last updated
2
MIT
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"Files formatted in JSON" matching MCP servers:
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- AlicenseBqualityCmaintenanceA read-only MCP server that provides document awareness for agents by parsing local files into structured profiles, blocks, chunks, and search results, enabling agents to understand and cite document content without dealing with raw file formats.Last updated51012Apache 2.0
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- Alicense-qualityAmaintenancePersistent memory for any AI assistant. Zero token cost until recall. Stores memories in local SQLite, ranks by 6-factor scoring, returns results 79% smaller than JSON. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, and any MCP client.Last updated37Apache 2.0
- Alicense-qualityAmaintenanceMCP server for indexing, semantic search, and generation of multi-format documents. Exposes 13 tools over JSON-RPC 2.0 so an LLM can search your local PDF, Excel, and Word files, and create or edit Excel and Word documents.Last updatedAGPL 3.0
- Alicense-qualityDmaintenanceEnables users to document data and connect it to AI agents by defining tools and instructions in markdown files. It supports building RAG and text-to-SQL applications that can be deployed as MCP servers, APIs, or CLIs.Last updated5MIT
- Alicense-qualityDmaintenanceMCP server for Google's Gemini File Search (RAG). Manage file search stores, upload documents, and query with RAG through 12 tools.Last updated3MIT
- Alicense-qualityAmaintenanceSemantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files.Last updated436Apache 2.0
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- Alicense-qualityBmaintenanceDeepSIFT is an MCP server that wraps SANS SIFT Workstation forensic tools with structured JSON output and RAG threat intelligence, reducing LLM hallucinations in autonomous incident response.Last updatedMIT
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- Alicense-qualityCmaintenanceAn MCP server that integrates real-time web search capabilities into AI assistants using the Exa API, providing both basic and advanced search functionality with formatted markdown results.Last updated142MIT
- Alicense-qualityDmaintenanceEnables extracting data from websites using natural language prompts, allowing users to specify exactly what content they want in plain English and returning structured JSON data.Last updated438MIT
- Alicense-qualityAmaintenanceEnables AI assistants to search and retrieve official TeleBot Studio documentation via BM25, eliminating hallucinations by grounding responses in verified markdown files.Last updated18MIT
- Alicense-qualityDmaintenanceA Cloudflare Workers-based server that extracts clean, formatted text from web pages using WebforAI and makes it accessible to AI models through the Model Context Protocol.Last updated3MIT
