Browse MCP servers

MCP Harbor, an MCP Server Registry, Directory, and Tower to Buzz.

4 matching

filtered by io.github.jgravelle clear all

Showing 1–4 of 4 servers

jDocmunch MCP
stdio

io.github.jgravelle/jdocmunch-mcp

Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.

official
jCodemunch MCP
stdio

io.github.jgravelle/jcodemunch-mcp

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

official
jmunch mcp
stdio

io.github.jgravelle/jmunch-mcp

Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.

official
jDataMunch MCP
stdio

io.github.jgravelle/jdatamunch-mcp

Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

official

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The registry is itself an MCP server. Add it once and your agent runs these same searches, with no account and no key.

claude mcp add --transport http mcp-registry-search https://ai.mcpharbor.dev/mcp