An MCP for managing documentation, optimizing token usage, and overseeing project development to deployment

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An MCP for managing documentation, optimizing token usage, and overseeing project development to deployment

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Why this server?
This server acts as a persistent memory layer, maintaining comprehensive project information, technology stacks, tasks, and decision histories across sessions, which is crucial for managing a project from start to finish with full context and minimizing repetitive explanations (token usage).
MCP Project Context Server
aaronfeingold
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security
A
license
A
quality
A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.
Last updated -
9
TypeScript
MIT License
Why this server?
This server offers 'token-aware' directory exploration and file analysis, directly addressing the need to minimize token usage and maximize token efficiency while keeping documentation and files in check through intelligent codebase navigation.
Directory Explorer MCP Server
cdgaete
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security
A
license
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quality
A Model Context Protocol server that provides token-aware directory exploration and file analysis for Large Language Models, enabling intelligent codebase navigation with features like directory scanning, file content extraction, and token usage statistics.
Last updated -
Python
MIT License
Why this server?
This MCP transforms any documentation website into an AI-accessible knowledge base with intelligent caching. It directly helps in keeping documentation in check and provides knowledge of toolsets and their documentation efficiently.
Universal Documentation MCP Server
tcsenpai
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security
A
license
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quality
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.) into an AI-accessible knowledge base with intelligent caching and automatic domain detection.
Last updated -
13
JavaScript
MIT License
Why this server?
This server specifically helps LLMs efficiently access structured documentation for packages in multiple programming languages, directly supporting the need for knowledge of toolsets and their documentation while enhancing token efficiency.
MCP Package Docs Server
sammcj
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security
A
license
A
quality
Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
Last updated -
11
813
76
TypeScript
MIT License
Why this server?
This server integrates with Jira, a leading project management tool, allowing for natural language interactions with projects, boards, sprints, and issues, thereby aiding in managing a project from start to finish with full context.
Jira MCP Server
ParasSolanki
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security
A
license
A
quality
A Model Context Protocol server that provides integration with Jira, allowing Large Language Models to interact with Jira projects, boards, sprints, and issues through natural language.
Last updated -
5
638
2
TypeScript
MIT License
Why this server?
This server enables extensive interaction with GitHub repositories, issues, and pull requests through natural language. This is vital for managing project development, keeping files in check through version control, and maintaining project context.
GitHub MCP Server
Jehan26
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security
F
license
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quality
A Model Context Protocol server that enables AI assistants like Claude to interact with GitHub repositories, issues, and pull requests.
Last updated -
2
Python
Why this server?
This sophisticated server automatically analyzes codebases and generates comprehensive, professional documentation. It directly supports keeping documentation in check and builds knowledge of the toolsets.
Document Automation MCP Server
vedantparmar12
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security
A
license
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quality
A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.
Last updated -
3
Python
MIT License
Why this server?
This MCP analyzes codebases and packages repositories into optimized single files with intelligent compression, significantly reducing token usage and maximizing token efficiency while preserving code structure, which is key for efficient project context handling.
Repomix
yamadashy
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security
A
license
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quality
Repomix MCP Server enables AI models to efficiently analyze codebases by packaging local or remote repositories into optimized single files, with intelligent compression via Tree-sitter to significantly reduce token usage while preserving code structure and essential signatures.
Last updated -
23,126
18,511
TypeScript
MIT License
Why this server?
Providing a persistent knowledge storage and retrieval system, this server directly helps keep documentation and files in check and contributes to maintaining a full context of the project.
Knowledge Base MCP Server
Leon4s4
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security
A
license
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quality
A mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.
Last updated -
Python
MIT License
Why this server?
This server excels at organizing project documentation by keeping files clean and structured, and ensures full context is maintained by intelligently managing file sizes, which aids in minimizing token usage.
Trapper Keeper MCP
asachs01
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security
A
license
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quality
An MCP server that automatically manages and organizes project documentation using the document reference pattern, keeping CLAUDE.md files clean and under 500 lines while maintaining full context for AI assistants.
Last updated -
Python
MIT License