A
license-
qualityB
maintenanceRepository-native, Git-reviewable memory extension for AI coding assistants to persist project context across features, using SQLite caching for up to 10x token reduction.
14
MIT
72,476 servers. Updated
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"Spec-WorkFlow documentation or implementation" matching MCP servers:
- AlicenseAqualityDmaintenanceA Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.146458MIT
- -licenseAquality-maintenanceEnables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.3
- AlicenseBqualityAmaintenanceEleven local stdio MCP servers exposing a reproducible EPA SWMM stormwater-modelling workflow: model building, simulation with run manifests and continuity checks, calibration, GIS/QGIS, design storms and climate scenarios, uncertainty analysis, plotting, and modelling memory.421MIT
- Alicense-qualityCmaintenanceEnables AI agents to export, import, validate, and inspect memories in the Memory Interchange Format (MIF), ensuring portability across different memory systems.4Apache 2.0
- Alicense-qualityDmaintenanceAn open-source MCP server that provides applications like Cursor, Windsurf, and Claude with access to llms.txt documentation files, allowing users to control and audit context retrieval.8MIT
- Alicense-qualityBmaintenanceProvides AI agents with a secure offline-first long-term memory system using Obsidian Markdown vault and 3D knowledge graph, with RLM-based querying to avoid context overload.1MIT
- AlicenseAqualityAmaintenanceAn MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.1119,53419,859Elastic 2.0
- AlicenseAqualityCmaintenanceAn MCP server that enforces a pedagogical workflow to teach topics step by step, using research, decomposition, and spaced retrieval practice.7MIT
SubDownloadofficial
AlicenseAqualityDmaintenancePublic MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.134MIT- AlicenseAqualityCmaintenanceAn improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.10346884MIT
- AlicenseAqualityAmaintenanceConnects AI assistants to IT Glue, the MSP documentation platform. Browse organizations, read and write documents and flexible assets, and answer natural-language questions via semantic vector search (OpenAI/Azure embeddings). Viewer/editor/admin roles gate tool access; bring-your-own-key applies IT Glue's native permissions. Runs over stdio or HTTP; Docker image available.241004MIT
- FlicenseAqualityDmaintenanceA self-evolving JavaScript reverse engineering workflow MCP server that automates deobfuscation through evolutionary algorithms, integrating MemOS, GitNexus, and Stagehand.49
- AlicenseAqualityCmaintenanceAuto-captures decision context from multi-agent workflows to preserve the 'why' behind every choice. Enables task traceability, reasoning retrieval, and continuous improvement across planning and implementation sessions.17126MIT
- AlicenseAqualityAmaintenanceAn MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.3611377MIT
- AlicenseAqualityCmaintenanceAI workflow orchestration platform with 100+ integrations, knowledge graph, and unified credits. Build, manage, and execute workflows from Claude Code, Cursor, or any MCP client.403313MIT
- AlicenseAqualityAmaintenanceLocal-first MCP server that gives any AI coding agent per-project memory, workflow intelligence, and always-on, lossless token & context optimization.37313MIT
- AlicenseBqualityDmaintenanceAn MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.64MIT
- AlicenseBqualityDmaintenanceEnables access to Yuque (语雀) documentation through cookie-based authentication, supporting document retrieval, search, TOC navigation, and content management from knowledge bases via URL or namespace.43624MIT
- AlicenseBqualityFmaintenanceA persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations.96MIT