Most AI agents still explore documentation the expensive way:
Most AI agents still explore documentation the expensive way:
pipCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| init | One-command onboarding: detect clients, write config, install policy, hooks, index |
| claude-md | Print or install the Doc Exploration Policy (--install global\ |
| hook-pretooluse | PreToolUse hook handler (reads JSON from stdin) |
| hook-posttooluse | PostToolUse hook handler (reads JSON from stdin) |
| hook-precompact | PreCompact hook handler (reads JSON from stdin) |
claude mcp add jdocmunch --env GITHUB_TOKEN=your-value --env ANTHROPIC_API_KEY=your-value --env MINIMAX_API_KEY=your-value --env JDOCMUNCH_SUMMARIZER_PROVIDER=your-value --env GOOGLE_API_KEY=your-value --env OPENAI_API_KEY=your-value --env JDOCMUNCH_OPENAI_COMPAT_URL=your-value --env JDOCMUNCH_OPENAI_COMPAT_API_KEY=your-value -- uvx jdocmunch-mcppip| Variable | Description | Required |
|---|---|---|
| GITHUB_TOKEN | Credential the server authenticates with. | Yes |
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| MINIMAX_API_KEY | Credential the server authenticates with. | Yes |
| JDOCMUNCH_SUMMARIZER_PROVIDER | Configuration value read at startup. | Optional |
| GOOGLE_API_KEY | Credential the server authenticates with. | Yes |
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| JDOCMUNCH_OPENAI_COMPAT_URL | Endpoint or connection string the server talks to. | Yes |
| JDOCMUNCH_OPENAI_COMPAT_API_KEY | Credential the server authenticates with. | Yes |
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
AI helpdesk by Spatie. Read, triage and reply to tickets, and edit your knowledge base.
An MCP server that connects Claude to your [Wiki.js](https://js.wiki/) instance. Search, read, create, update, move, and delete wiki pages through
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.
Code indexing for better AI code generation