A
license-
qualityD
maintenance一个基于FastMCP协议的文件向量化服务，支持自动目录监控、多格式文件处理和高效向量搜索，帮助构建个人或团队知识库。
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Apache 2.0
59,777 servers. Last updated
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"Methods to Extract Data from Files" matching MCP servers:
- AlicenseAqualityBmaintenanceProvides a single-writer MCP server for a governance-grade knowledge base of markdown documents with version control and query capabilities.Last updated101815Apache 2.0
- AlicenseAqualityCmaintenanceTurn Obsidian notes into agent-ready context, preview-only plans, and safe repo handoffs.Last updated1343MIT
- FlicenseBqualityDmaintenanceProvides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.Last updated3
- Alicense-qualityDmaintenanceA persistent memory layer for AI tools that decouples personal data from AI's unstable memory, enabling you to mention information once and have it remembered forever across all conversations.Last updated3MIT
- Alicense-qualityDmaintenanceIndexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic search. Provides both CLI and MCP server interfaces so Claude Desktop can search and read your local documents.Last updatedMIT
- Flicense-qualityDmaintenanceProvides comprehensive CRUD access to Anki flashcard data via MCP, enabling Claude to analyze decks, manage cards, create and update flashcards, organize tags, and perform advanced spaced repetition analysis through 18 data management tools.Last updated
- Alicense-qualityCmaintenanceMCP server that connects AI agents to Google NotebookLM, enabling natural language interaction with notebooks, including Q&A, source ingestion, and audio overview generation.Last updated4,666MIT
- Flicense-qualityCmaintenanceBuilds a searchable memory bank from persona-specific PDF content and exposes it as an MCP tool for querying.Last updated
- Flicense-qualityDmaintenanceMCP server for enabling data extraction and context retrieval for agents, storing information in a knowledge graph using Amazon Neptune or FalkorDB.Last updated
- Flicense-qualityDmaintenanceEnables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.Last updated
- AlicenseAqualityDmaintenanceAn MCP server for managing contextual data as markdown files with metadata, enabling agents to save, retrieve, search, and delete contexts using simple CRUD operations.Last updated5Apache 2.0
- AlicenseAqualityDmaintenanceProvides full access to Hookmark on macOS, enabling users to create and manage bidirectional links between files, URLs, emails, and notes. It supports searching bookmarks, connecting items, and retrieving links from active applications through natural language.Last updated746MIT
- AlicenseAqualityDmaintenanceEnables programmatic access to EndNote .enl libraries, allowing users to list, search, and extract full text from bibliographic references and their attached PDFs through MCP tools.Last updated7MIT
- AlicenseAqualityCmaintenanceExtract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.Last updated1941MIT
StelaSpaceofficial
AlicenseAqualityAmaintenanceStelaSpace is an HTML-first knowledge base for the artifacts AI agents create. This MCP server lets Claude Code, Claude Desktop, and Codex publish HTML files straight from your editor — it takes a file path and uploads from disk, so even large data-heavy reports work. Free tier available.Last updated387MIT- AlicenseAquality-maintenanceProvides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.Last updated7
- AlicenseAqualityDmaintenanceMCP server for reading Claude Code session history from the local filesystem, exposing project and session data to MCP-compatible clients.Last updated6MIT
- AlicenseAqualityBmaintenanceMason indexes your codebase into a persistent concept map linking features and flows to their implementing files, so AI agents can answer "where is X implemented" without running grep/glob. It also provides pre-edit impact analysis and generates CLAUDE.md files from structured analysis of git history, architectural file sampling, and test mappings.Last updated6897MIT
- FlicenseAqualityCmaintenanceAnalyzes GitLab group projects to extract purpose, I/O, dependencies, and database tables, serving this knowledge via MCP tools and a read-only HTML visualization.Last updated8