OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
[](#language-coverage) [](docs/benchmarks/WHITEPAPER.md) Real callers. Real source. Real hierarchy. In 3 tool calls. → Landing page · → Benchmark whitepaper · → Connect in 30 seconds Your AI coding agent is burning tokens grepping OSS libraries it will barely use. xmp4 is a hosted MCP server that pre-indexes 856 popular open-source libraries with SCIP — the semantic code format Sourcegraph uses —…
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Forge read 0 source files from the repository archive and matched no MCP tool registrations. Extraction is pattern-based over shipped source: a server that builds its tool list at runtime, or that ships only bundled or minified code, registers nothing this can see. Treat it as “not detected”, not as “exposes none”.
[](#language-coverage) [](docs/benchmarks/WHITEPAPER.md) Real callers. Real source. Real hierarchy. In 3 tool calls. → Landing page · → Benchmark whitepaper · → Connect in 30 seconds Your AI coding agent is burning tokens grepping OSS libraries it will barely use. xmp4 is a hosted MCP server that pre-indexes 856 popular open-source libraries with SCIP — the semantic code format Sourcegraph uses — and serves them through 17 tools. No clone. No grep. No false positives. Same realistic question on…
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