Gemini CLI MCP Server for Codebase Context
Gemini CLI is Google's open-source terminal agent: a reason-and-act loop with a large context window and built-in file tools (grep, read, glob, shell). On a repo small enough to fit, that context window carries the run; Gemini reads what it needs and reasons over it. On a large one, the built-in tools do what every text-search agent does, walk the tree, grep for a name, open files to reconstruct structure that was never handed to it. That burns context on every turn and still misses the files that never got opened. A shared helper renamed in one place, three callers in files Gemini never read, and the run finishes clean with a broken build behind it.
Symvanta closes that gap with an MCP server that hands Gemini CLI the actual code graph instead of a directory to search: exact symbol definitions and signatures, real caller and dependency edges, blast radius for a change before it ships, and cross-repo edges when the callers live in a separate repository entirely.
Setting up Gemini CLI with Symvanta
- Create a free Symvanta account at symvanta.com and connect GitHub. No card required to start.
- Index your repos. Pick which ones Symvanta should parse into a graph. A webhook reindexes automatically on every push, so the graph Gemini reads from stays current. Plans start at $19/month, with a 7-day trial on the Pro tier.
- Add the Symvanta MCP server. Gemini CLI reads MCP config from
settings.json:~/.gemini/settings.jsonapplies across every project on the machine, or.gemini/settings.jsonin a project root scopes it to that one repo. A remote HTTP server goes undermcpServers, keyed byhttpUrl:
{
"mcpServers": {
"symvanta": {
"httpUrl": "https://mcp.symvanta.com/mcp"
}
}
}
The httpUrl property is what selects streamable HTTP transport; a plain url key would select SSE instead, and command would launch a local stdio process. For a remote endpoint like Symvanta's, httpUrl is the one you want.
- Or add it from the command line instead of editing the file:
gemini mcp add --transport http symvanta https://mcp.symvanta.com/mcp
Append -s user to write the entry to the global ~/.gemini/settings.json, or -s project for the project-scoped file.
- Authenticate. Symvanta's endpoint speaks OAuth 2.0 (PKCE), and Gemini CLI discovers that from the server on first contact. Trigger the browser login from inside a session with:
/mcp auth symvanta
Approve the flow once and Gemini holds the credentials for later sessions. No API key to paste, no token to babysit.
- Confirm the server is live. Run the
/mcpcommand inside a session to list connected servers and the tools each one exposes. Oncesymvantashows up there, Gemini can call it in any session.
What Gemini gets
| Tool | What it does |
|---|---|
find_node |
Exact symbol definition and signature, no guessing which of several matches is real |
relate |
Callers, dependencies, blast radius, implementers, and call chains, walked as graph edges |
ask_codebase |
Behavior questions ("how does X work") answered with cited file references |
locate |
Text, semantic, and config search across the indexed repo |
find_http_route |
Route path and method resolved straight to its handler |
list_file_symbols |
Every symbol defined in a file, in declaration order |
map |
Architecture skeleton of a repo or a specific module |
diff_impact |
What a branch or diff breaks before it merges |
estimate_scope |
Rough sizing of a change across files and layers before Gemini commits to a plan |
ref |
Pin a session to a feature branch, or overlay uncommitted edits so the graph reflects work in progress |
The graph covers TypeScript, JavaScript, Python, Java, Kotlin, C#, Go, Rust, Swift, PHP, and Ruby, so a polyglot repo gets the same precision on every language in it.
See the architecture pages for real module maps built this way on well-known open-source repos.
The graph shows what a rename breaks
The failure worth designing around is the quiet one: a change that passes every check the agent can run and still breaks the build. Take a rename on a shared authentication helper called from a dozen sites across three services. Grep finds the string, Gemini edits the definition, and the run reports success, because from a text-search view success just means the pattern matched and changed. It has no signal that two of those call sites reach the helper through an interface with a different name, or that a fourth service in a separate repository imports it and was never opened during the task.
Before that edit lands, a relate call with kind: blast_radius on the helper returns every real caller, across every indexed repository, ranked by confidence. The graph doesn't stop Gemini from making the change, it stops Gemini from being surprised by what the change touches. We go deeper on why this failure mode is so common in agent-driven edits in blast radius analysis.
Frequently asked questions
Does this conflict with Gemini CLI's built-in file tools?
No, they compose. Gemini's grep, read, and glob tools plus its large context window still do what they are good at: reading code and reasoning over what fits. Symvanta adds the structural edges (callers, dependencies, blast radius) that no context window reconstructs reliably from text. Why a call graph is a different signal from similarity search, we cover in code embeddings vs. code graph.
Is my code used to train anything?
No. Symvanta parses your repository into a graph of nodes and edges, and that structure is what gets stored and queried. Source code itself is discarded by default after parsing and is never used for training. An Enterprise source-storage add-on exists for teams that specifically want raw source persisted and queryable.
Can I use the same Symvanta server in Claude Code, Cursor, or Codex too?
Yes. The MCP endpoint and the underlying index are shared across clients: one repository, indexed once, queried by Gemini CLI, Claude Code, Cursor, Codex, or any other MCP-compatible agent you run against the same codebase. Nothing about the setup is Gemini-specific beyond the settings.json entry.
What does it cost?
Plans start at $19/month for the Starter tier. Pro is $29/seat/month with a 7-day trial, and Enterprise is $99/seat/month with a 15-seat minimum. The MCP server itself doesn't charge per call or per token; you're paying for indexed repos and seats, not per-question usage.