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Muvon/octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

#MCP
Visit GitHub
Rust
523
65
3 contributors
Apache License 2.0
website
AchievementsView all →
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How fast Muvon/octocode is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 12 – Nov 11, 2026

Stars +57 in 61 days

01020
16

Forks +19 in 61 days

0246
5

Merged PRs 4 in 61 days

01
1

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 12Sep 20Sep 28Oct 6Oct 14Oct 22Oct 30Nov 7
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+2+00
Mon, Sep 14, 2026+0+10
Tue, Sep 15, 2026+2+11
Wed, Sep 16, 2026+1+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+11
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+1+00
Mon, Sep 21, 2026+1+00
Tue, Sep 22, 2026+0+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+2+00
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+10
Fri, Oct 2, 2026+1+00
Sat, Oct 3, 2026+1+00
Sun, Oct 4, 2026+1+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+2+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+1+01
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+9+10
Sun, Oct 11, 2026+16+50
Mon, Oct 12, 2026+3+10
Tue, Oct 13, 2026+1+10
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+10
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+2+10
Sun, Oct 18, 2026+0+20
Mon, Oct 19, 2026+0+10
Tue, Oct 20, 2026+1+11
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+1+00
Sun, Oct 25, 2026+1+00
Mon, Oct 26, 2026+3+00
Tue, Oct 27, 2026+0+00
Wed, Oct 28, 2026+0+00
Thu, Oct 29, 2026+0+00
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+00
Mon, Nov 2, 2026+1+00
Tue, Nov 3, 2026+1+00
Wed, Nov 4, 2026+0+00
Thu, Nov 5, 2026+2+00
Fri, Nov 6, 2026+0+10
Sat, Nov 7, 2026+0+00
Sun, Nov 8, 2026+0+00
Mon, Nov 9, 2026+1+00
Tue, Nov 10, 2026+0+00
Wed, Nov 11, 2026+0+00
Total+57+194
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Mentions and achievements

Where people are talking about Muvon/octocode, and every badge it has earned
  1. Oct 101 post
    • Your AI agent can search code. Understanding how it fits together is harder. Octocode is a Rust code-intelligence tool for builders who want MCP-compatible AI assistants to navigate a codebase. It…

      Read full on X, posted by @DanKornas

      @DanKornas · x.com

  2. 13 days earlier
  3. Sep 271 post
    • Tired of agents that treat your codebase as flat text and miss the import/call graph? Try Octocode (Muvon/octocode) - one Rust binary: tree-sitter knowledge graph, semantic search, built-in MCP.…

      Read full on X, posted by @sunsetsyntax

      @sunsetsyntax · x.com

  4. Sep 221 post
    • Tired of your coding agent treating your repo like a bag of text chunks? Try Octocode (Muvon/octocode) - a Rust MCP server that builds a live AST knowledge graph so agents search by meaning and…

      Read full on X, posted by @sunsetsyntax

      @sunsetsyntax · x.com

  5. 1 month earlier
  6. Aug 101 post
    • Result: fewer tokens consumed, faster answers. Your agent gets precise function signatures and dependency relationships instead of reading entire files. Targeted search beats brute force.

      Read full on X, posted by @muvonteam

      @muvonteam · x.com

  7. 9 days earlier
  8. Aug 11 post
    • Octocode pairs with Octobrain (persistent memory) so agents both find AND remember decisions. Map + Memory = agent that doesn't onboard itself four times in one afternoon. Read how they wire together:

      Read full on X, posted by @muvonteam

      @muvonteam · x.com

  9. Jul 262 posts
    • Octocode = the map (semantic code search, MCP server) Octobrain = the memory (persistent memory, MCP server) Both open source Apache-2.0, run together inside Octomind. Works with Claude Code, Cursor,…

      Read full on X, posted by @muvonteam

      @muvonteam · x.com

    • We paired code search with persistent memory for AI agents – here's what broke and how we fixed it

      Read full on Reddit

      r/muvon

  10. 1 month earlier
  11. Jun 151 post
    • 400 stars. thank you. if you haven't tried Octocode yet, today's a good day to give your agent a memory.

      Read full on X, posted by @muvonteam

      @muvonteam · x.com

  12. Jun 132 posts
    • If your codebase intelligence lives inside a black-box API, it can be switched off. If it lives on your machine, parsed from your AST, indexed locally — it can't.

      Read full on X, posted by @donk8r

      @donk8r · x.com

    • Loop engineering = designing the system that prompts, checks, and re-prompts until the job is done. But your loop is blind without structural memory.

      Read full on X, posted by @muvonteam

      @muvonteam · x.com

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