Atlarix
Freemium
Engineering teams needing private/local AI coding assistance
AI coding agents on large codebases do a lot of educated guessing — grepping blindly, inventing function names, shipping refactors that break callers they never found. Symvanta is a code knowledge graph that connects to those agents over MCP, giving them a structured map of who calls what and what breaks if it changes.
The core workflow is a graph of call relationships across every repository in a project, queryable via MCP tools like `relate`, `ask_codebase`, and `find_http_route`. An agent checking blast radius before patching a session store, or confirming all 14 call sites before a rename, gets structured answers instead of grep results. The vendor states indexing a 100k-line repo takes around five minutes with no setup, and reports a 47% accuracy improvement on a 2M-line benchmark. Branch state and uncommitted working-tree changes are queryable, which matters when agents continue work mid-flight on feature branches. The ceiling is self-hosting: there is no local deployment path, so teams with air-gapped environments or strict data residency requirements cannot use it.
Bottom line: Pick this when your agent is mangling cross-file refactors on a multi-repo codebase and you need accurate call graphs fast — skip it if your security policy requires code to never leave your infrastructure.
For solo developers and small projects
For teams putting AI agents to work across their codebase
For engineering organizations deploying AI agents at scale
View full pricing on symvanta.com →
Pricing may have changed since last verified. Check the official site for current plans.
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Freemium
Engineering teams needing private/local AI coding assistance
Freemium
Privacy-conscious developers
Agents working on production codebases routinely fail the same way: they miss callers, invent symbols, and ship changes that break things they never queried. Symvanta addresses this by building a code knowledge graph across all repositories in a project and exposing it through an MCP server. Agents call tools like `relate` to trace blast radius before editing, `find_http_route` to match existing route and controller conventions before adding endpoints, and `index_working_tree` to query uncommitted changes mid-session. The graph is the source of truth — not a grep, not an embedding similarity score.
The differentiating capability is branch-aware, working-tree-inclusive querying. Most code search tools answer questions about the default branch. Symvanta lets an agent pin a session to a feature branch via `ref`, so every subsequent query resolves against that branch’s state — including files that haven’t been committed yet. For agents continuing multi-session work on in-flight features, this closes a gap that otherwise forces agents to re-derive context from scratch on every session.
Symvanta fits best in three scenarios the vendor’s examples make explicit: PR reviews that need dependency and coverage analysis before approval, large-scale renames where call site counts matter (the docs describe resolving 14 call sites across 9 files in one `relate` call), and agents adding new code that must match existing patterns rather than invent their own. Where it does not fit: there is no self-hosted option, so codebases that cannot be indexed outside the team’s own infrastructure are blocked. The tool is also not an agent itself — it is infrastructure that agents call, which means the quality of outcomes still depends on how well the surrounding agent uses the graph.
The MCP server integrates with Cursor, Claude Code, Codex, Windsurf, VS Code, and any other MCP-compatible client, according to the vendor. An API is available. Pricing has a free tier with a paid upgrade path; the 7-day trial requires no credit card. Advanced features are paid-only.
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