"Automating Project Documentation with a Focus on Memory Management" matching MCP connectors:

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

Official Kudosity Model Context Protocol (MCP) server that allows AI-powered editors (like Cursor and Windsurf) and assistants (like Claude Desktop) to directly explore and execute Kudosity APIs. With MCP, your AI can search API specs, generate code snippets, and run live requests; all without leaving your development environment.

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

Provides a platform-agnostic specification of the technical features every decent website should have

A semantic search server that gives AI assistants instant access to Dodo Payments documentation and knowledge base.

Honeydew AI Documentation MCP — semantic search and ripgrep-grade filesystem queries over Honeydew AI docs and OpenAPI specs, for AI coding agents.

Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).

ClearPolicy is a document signing and compliance tracking tool for organizations. Once connected, your AI assistant can import documents, send signature requests, track who has and hasn't signed, and manage your contacts — all by prompt.

Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

Search and read the official MintMCP documentation, the enterprise MCP gateway.

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state

Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.

Search SORACOM documentation: service guides, FAQ, API references, IoT recipes, etc.

Verify AI outputs against real sources. Returns a trust signal and permanent doc number.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Mitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth.

Verify AI-generated answers against real sources before anyone acts on them. Returns a trust signal plus a permanent doc number anyone can verify free at oathlayer.com/verify. Works on any AI model.

Search and read Rust documentation for the standard library and any crate on crates.io

Canton Network: CIPs and their on-chain vote outcomes, docs, forum, validator upgrade deadlines.