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Add Reporecall — local codebase memory MCP server#3640

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nillo wants to merge 1 commit into
modelcontextprotocol:mainfrom
nillo:add-reporecall
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Add Reporecall — local codebase memory MCP server#3640
nillo wants to merge 1 commit into
modelcontextprotocol:mainfrom
nillo:add-reporecall

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@nillo
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@nillo nillo commented Mar 18, 2026

What it does

Reporecall gives Claude Code a codebase memory so it stops wasting tokens rediscovering your code.

The problem: Claude Code spends its first moves grepping and reading files to understand a codebase it's already seen. On large repos this burns through context window and token budget before real work starts.

The solution: Reporecall pre-indexes your codebase using Tree-sitter AST parsing (22 languages), builds call graphs, and injects relevant context via a hook in ~5ms — before Claude starts thinking. No grep chains, no exploration loops.

  • Hybrid keyword + vector search
  • Call graph traversal (callers + callees)
  • Also works as an MCP server
  • 3-8x reduction in token usage for context gathering

npm: @proofofwork-agency/reporecall

@olaservo
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Thanks for contributing to the MCP servers repo!

We've retired the third-party server list from the README in favor of the MCP Registry — see #3950 for context. The Official Integrations and Community Servers sections no longer exist in the README, so this PR no longer has a target.

Going forward, please publish your server to the MCP Registry using the quickstart guide:
https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx

That's where server discovery now happens. Thanks for building on MCP!


Note: I'm working through the backlog with help from Claude Code to give everyone a prompt response.

@olaservo olaservo closed this Apr 14, 2026
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