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maintenanceA lightweight MCP server that lets distributed AI agent teams query a designated project lead before making design decisions, preventing divergence.
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"Project Manager Agent positions" matching MCP servers:
- FlicenseAqualityDmaintenanceAn MCP server that provides AI coding assistants with access to official ARM CMSIS SVD hardware register definitions for microcontrollers. It enables precise querying of register names, bit positions, and addresses to prevent hallucinations during embedded systems development.Last updated41
- AlicenseAqualityAmaintenanceAgent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.Last updated45491MIT
- AlicenseAqualityCmaintenanceComprehensive documentation lifecycle management powered by an MCP server. Automates documentation creation, maintenance, quality assessment, and synchronization for software projects.Last updated86MIT
- FlicenseAqualityCmaintenanceEnables AI agents to efficiently process large local and online PDFs through selective extraction of text, images, and metadata. It provides tools for content search and document outline navigation to optimize context window usage.Last updated712
- AlicenseAqualityBmaintenanceAbout MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.Last updated41MIT
- AlicenseAqualityAmaintenanceA smart documentation system that helps AI assistants understand and follow your project's conventions by automatically discovering, routing, and managing AI_README.md guide files.Last updated6513MIT
- FlicenseAqualityDmaintenanceProvides a structured interface to the Japanese National Diet Library's parliamentary proceedings API, allowing AI models to search and retrieve Diet meeting records and speeches.Last updated31
Agent Blueprintofficial
AlicenseAqualityBmaintenanceCLI and MCP server for AI agent strategy and deployment. Read blueprints, business cases, implementation plans, and specs from your coding agent. 18 tools for listing, retrieving, downloading, and updating blueprints. Exports full implementation specs as Agent Skills directories.Last updated231232MIT- AlicenseAqualityAmaintenanceEnables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.Last updated2161MIT
- AlicenseAqualityDmaintenanceProvides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.Last updated9MIT
- AlicenseAqualityDmaintenanceGenerates, validates, and discovers standardized MCP server cards for automatic agent discovery.Last updated6MIT
- FlicenseAqualityDmaintenanceEnables personal project documentation management through local markdown files stored in nested directories. Supports organizing context by project and layer (backend/frontend/fullstack) with search functionality across all documentation files.Last updated4
- FlicenseBqualityBmaintenanceProvides AI assistants with structured access to Unity project metadata, build settings, and agent documentation directly from the filesystem. It enables querying project details and scene configurations without requiring the Unity Editor to be running.Last updated1001422
- AlicenseBqualityFmaintenanceProvides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.Last updated141MIT
- Alicense-qualityBmaintenanceYour coding agent can read the code. It can't read the argument behind it. lema-mcp gives your agent the recorded why — and the alternatives a project already ruled out — cited to the source. For React, Kubernetes, and Rust out of the box, and for your own repo with one command.Last updated1MIT
- Alicense-qualityAmaintenanceProvides read-only access to AI documentation for Peak Studios FiveM scripts, grounded in approved public repository documentation.Last updated2MIT
- Alicense-qualityCmaintenanceAn MCP server that makes project documentation instantly accessible in Claude Code through @ mentions, allowing Claude to understand your codebase's conventions and architecture.Last updated5MIT
Specifai MCP Serverofficial
Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server for Specifai project integration and automation with any MCP-compatible AI tool. This server currently exposes tools to read all documents generated by the Specifai project.Last updated813MIT- Alicense-qualityBmaintenanceEnables multi-project workspaces to share structured notes, API contracts, and handoff messages via a local SQLite database, with versioning and read tracking.Last updatedGPL 3.0
