A
license-
qualityA
maintenanceA unified context layer that connects your local data — repositories, documents, remote machines, and notes — to LLM interfaces through the Model Context Protocol (MCP).
3
MIT
70,060 servers. Updated
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"Context compression techniques and methods" matching MCP servers:
- Alicense-qualityDmaintenanceEnables AI coding agents to persist structured long-term memory (gotchas, architecture, API notes) in a .context folder and sync across devices and agents via Git.1020MIT
- Alicense-qualityDmaintenanceProvides AI agents with secure, read-only file system access to analyze and understand project codebases, enabling multi-repository context aggregation and cross-project code tracing.5MIT
- Alicense-qualityCmaintenanceProvides LLMs with secure, read-only access to local documentation by scanning directories, extracting content from PDF, DOCX, Markdown, and text files, and performing keyword searches.10MIT
- Flicense-qualityBmaintenanceA thin, local, read-only MCP gateway that exposes governed context documents and producer manifests as logical resources, enabling AI clients to access them without arbitrary filesystem access.1
- Flicense-qualityDmaintenanceA Model Context Protocol (MCP) server that provides VSCode context and filesystem operations for AI assistants.9
- Flicense-qualityFmaintenanceThis server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.1
- FlicenseAqualityBmaintenanceMCP server that gives AI chat real vision by reading images, files, logs, and zip archives via local OCR in any language, with privacy-first processing.21
- AlicenseAqualityBmaintenanceMCP server providing lossless file reads with deduplication, per-repo token metering, and HMAC-signed context receipts. Enables auditable, vendor-neutral measurement of what an AI agent saw.62792MIT
- AlicenseBqualityCmaintenanceCompress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.31MIT
- FlicenseBqualityDmaintenanceEnables managing personal information with dynamic topic-based organization (tasks, meetings, contacts, etc.), supporting optional OTP authentication and AES-256 encryption for sensitive data with automatic backups.106
- Alicense-qualityDmaintenanceA simple MCP server for local documentation with RAG capabilities, enabling AI assistants to access and search local documents.2MIT
- Alicense-qualityCmaintenanceMCP server providing filesystem allowlist and pack-aware Qdrant RAG search. Enables reading files, listing directories, and performing filtered RAG searches with case and pack IDs.MIT
- AlicenseAqualityBmaintenanceEfficiently loads, caches, and delivers project file context for AI agents using the Model Context Protocol, reducing multiple file reads to a single call with LRU caching and security validation.38MIT
- AlicenseBqualityBmaintenanceProvides owner-bound secure storage and retrieval of tool outputs via MCP tools, enabling trusted persistence for agents like Claude Code, Codex CLI, and OpenCode.2MIT
- Alicense-qualityDmaintenanceAn MCP server that gives LLM clients access to a SQL Server database and the local filesystem, including file operations and image handling.698MIT
- Flicense-qualityDmaintenanceEnables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.1
- Flicense-qualityDmaintenanceEnables AI agents to interact with both frontend and backend projects by providing file system access and context through the MCP protocol, facilitating full-stack development assistance.1
- Flicense-qualityDmaintenanceEnables AI assistants to read, search, and analyze local file systems with tools for reading file contents, listing directories, searching by patterns, and analyzing folder structures for context-aware queries.
- FlicenseAqualityCmaintenanceA local-first MCP server that gives AI coding assistants persistent, structured, human-readable memory for a software project by storing project knowledge as Markdown files in the project's .dev-context-memory/ folder.71