Octocode MCP Server
Give your AI assistant a brain for your codebase. Octocode transforms your project into a navigable knowledge graph that Claude, Cursor, and other AI agents can search, understand, and navigate. Its 7 documented tools cluster into lsp, semantic, read & search, graphrag. It runs locally over stdio via the published package.
People connecting documentation tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Rust.
VERIFIED ACTIVE
LAST COMMIT 2026-08-22 · ★ 452 · #24 OF 183 MAINTAINED DOCUMENTATION · VERIFIED 2026-08-25
Apache-2.0 · Rust servers · how we verify → /methodology
01 · Install Octocode
before you install - you'll need
Set VOYAGE_API_KEY, OPENROUTER_API_KEY, OPENAI_API_KEY, JINA_API_KEY, GOOGLE_API_KEY before connecting.
Claude Code
claude mcp add muvon-octocode -- npx -y @muvon/octocode Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"muvon-octocode": {
"command": "npx",
"args": [
"-y",
"@muvon/octocode"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions · Claude Desktop extension (.mcpb bundle)
license Apache-2.0 - declared in the repository
npm package @muvon/octocode - published under the repo owner's npm scope (@muvon)
registry namespace io.github.Muvon is GitHub-verified and matches the repo owner
03 · What Octocode can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
What you can build
With this server connected, an agent can find code by meaning - "authentication flow", "error handling", "database queries", view file structure - function signatures, class definitions, imports, and find all usages of a symbol across the workspace (requires --with-lsp).
Capability map
Tools grouped from the project's README - what Octocode lets an agent do.
Lsp
3 tools - e.g. Jump to a symbol's definition (requires --with-lsp); Find all usages of a symbol across the workspace (requires --with-lsp); Type info and documentation for a symbol (requires --with-lsp)
lsp_goto_definition · lsp_find_references · lsp_hover
Semantic
1 tool - e.g. Find code by meaning - "authentication flow", "error handling", "database queries"
semantic_search
read & search
1 tool - e.g. View file structure - function signatures, class definitions, imports
view_signatures
Graphrag
1 tool - e.g. Always-on file/symbol graph - search nodes, inspect relationships, and find paths without indexing
graphrag
Structural
1 tool - e.g. AST pattern matching - find .unwrap() calls, new instantiations, specific patterns
structural_search
Latest releases
0.22.0 · 2026-08-22
Release Summary · This release introduces project file associations for the indexer (110a0c46) and refined tool schemas for the MCP server (c423ac8a). LLM grounding and prompt accuracy were enhanced (bea6c7dd…
0.21.0 · 2026-08-17
Release Summary · This release significantly enhances code intelligence through improved symbol resolution, indexing, and the introduction of a runtime structural graph builder (9974cfd1, d06eb11d, f6304eb6, 9de1cc8d…
0.20.2 · 2026-08-04
Release Summary · This release includes routine dependency updates to ensure optimal system stability and security (9c07b66e). · Other Changes · 1 maintenance, dependency, and tooling update not listed individually.
04 · Who maintains Octocode
Octocode is maintained by muvon. We track 3 MCP servers from muvon - 3 actively maintained, 474 combined GitHub stars, oldest repo from Jun 2025. Full record: all servers from muvon.
05 · Facts
- repository
- github.com/muvon/octocode
- website
- https://octocode.muvon.io/
- category
- documentation - ranked #24 of 183 actively-maintained documentation servers as of 2026-08-25.
- release cadence
- 10+ releases in the last 90 days (latest 2026-08-22)
- registry
- io.github.Muvon/octocode (active, first published 2026-03-11 · 9 versions)
- packages
- npm:@muvon/octocode · mcpb:https://github.com/Muvon/octocode/releases/download/0.22.0/octocode-0.22.0-aarch64-apple-darwin.mcpb · mcpb:https://github.com/Muvon/octocode/releases/download/0.22.0/octocode-0.22.0-aarch64-pc-windows-msvc.mcpb · mcpb:https://github.com/Muvon/octocode/releases/download/0.22.0/octocode-0.22.0-aarch64-unknown-linux-musl.mcpb · mcpb:https://github.com/Muvon/octocode/releases/download/0.22.0/octocode-0.22.0-x86_64-apple-darwin.mcpb · mcpb:https://github.com/Muvon/octocode/releases/download/0.22.0/octocode-0.22.0-x86_64-pc-windows-msvc.mcpb · mcpb:https://github.com/Muvon/octocode/releases/download/0.22.0/octocode-0.22.0-x86_64-unknown-linux-musl.mcpb
06 · Octocode FAQ
Is Octocode still maintained?
Yes - as of 2026-08-25, its last commit was 2026-08-22 and it shipped 10+ releases in the last 90 days. We re-verify nightly.
What can Octocode do?
With this server connected, an agent can find code by meaning - "authentication flow", "error handling", "database queries", view file structure - function signatures, class definitions, imports, and find all usages of a symbol across the workspace (requires --with-lsp).
How do I install Octocode?
Run `npx -y @muvon/octocode`. The README documents 5 environment variables (VOYAGE_API_KEY, OPENROUTER_API_KEY, OPENAI_API_KEY…) to set first. Set VOYAGE_API_KEY, OPENROUTER_API_KEY, OPENAI_API_KEY, JINA_API_KEY, GOOGLE_API_KEY before connecting. You can also paste the ready-made client config above.
Does Octocode run locally?
Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
07 · Alternatives to Octocode
Alternatives to Octocode
Maintained documentation servers if Octocode isn't the fit.
- Context7 Up-to-date code docs for any prompt ★ 61,171 · 2026-08-24
- Agent Skills Search Server Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. ★ 24,633 · 2026-08-09
- Repowise Codebase intelligence for AI coding agents - graph, git history, docs, decisions, code health. ★ 6,189 · 2026-08-24
- GitLab MCP GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. ★ 1,918 · 2026-08-24
- Microsoft Learn MCP Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs. ★ 1,853 · 2026-08-12
- Pg Aiguide Comprehensive PostgreSQL documentation and best practices, including ecosystem tools ★ 1,821 · 2026-06-26
Pairs well with
Servers that cover what Octocode doesn't - only shown when the pairing reason fits the companion.
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