MCP context server · Available now

Local context for AI coding agents.

Tessra gives Claude Code, Codex, and Cursor structured repository context to understand symbols, dependencies, and impact radius before changing code — with production-optimized support today for Angular, Django, and Flutter.

Runs 100% local
Protocol MCP native
Stacks Django · Angular · Flutter
CHAOS
STRUCTURED
Internal benchmark · Angular · April 2026

Internal benchmark results.

Controlled benchmark on a real-world Angular payment component — multiple payment gateways and injected services. In internal testing, Tessra helped lower-cost models outperform premium models alone on real refactor tasks. April 2026.

Budget model correctness
1.671.67/5
Budget model alone: 1.67 / 5. With Tessra: 4.33 / 5. Same prompt, same repo, same rubric. +160%.
vs premium model without Tessra
budget + Tessra4.33/5
>
premium alone3.67/5
Budget model costs ~15× less. With Tessra, it outperforms the premium model on correctness and senior insight.
Consistent across stacks
0/3stacks verified
AngularDjangoFlutter
Claude Code·Codex
Angular, Django and Flutter. Tested with Claude Code and Codex. Tessra improved model performance on every evaluated stack — same model, same prompt.
Internal benchmark — real Angular and Django production codebases, April 2026. Rubric: correctness, completeness, architectural insight, safety. Multiple runs across budget and premium model tiers, tested with Claude Code and Codex.
The problem

AI agents are reading code but not understanding it.

Today's coding agents work file-by-file. On a 200K-line repo, that means tokens spent, context lost, and confidence destroyed.

01

Too many tokens

Agents flood context windows with files they don't need. Cost balloons, signal drops, latency creeps up.

02

Shallow understanding

Models read snippets but miss relationships. They guess at conventions and invent APIs that don't exist.

03

Risky refactors

Changing a function feels like a coin flip. No one — human or agent — knows what touches what across the repo.

04

Slow onboarding

New devs and new agents both spend days learning where things live. Tribal knowledge stays stuck in heads.

How Tessra works

From raw repository to impact-aware context.

A local MCP server that indexes your codebase once and answers every agent query with structure, not raw text. Best results today on Angular, Django, and Flutter repositories.

STEP 01

Point Tessra at your repo

One command. Tessra detects your git root, registers it if needed, and activates it for the current session.

$ tessra here
STEP 02

Your agent queries what it needs

Start the local MCP server and let your agent ask for symbols, callers, and impact radius — structured, not raw text.

$ tessra mcp
STEP 03

Ship with confidence

Your agent has the context a senior engineer would have. Impact is known. Risk is surfaced. Changes land clean.

Interactive demo

From question to safe change.

Tessra turns a single agent question into a confident engineering decision — impact, risk, and the path forward, before a line of code changes. The agent gets the result, not the graph.

tessra · decision engine
Agent message
CLAUDE-AGENT · 14:32
I need to refactor checkout discount logic without breaking webhooks.
Function in scope
Internal reasoning · abstract view
at risk affected related

This structure is computed internally — your agent receives only what matters.

Tessra · decision summary
ConfidenceHIGH
142 ms
7files affected
1webhook at risk
2test suites impacted
Suggested safe change

This change touches billing, checkout, and the Stripe webhookhandler. Refactor should preserve the existing webhook payload structure — downstream consumers depend on field order and types.

✓ contract preserved✓ tests updated! verify Stripe sandbox
checkout/views.py:84CALLER
api/orders.py:212CALLER
webhooks/stripe.py:47AT RISK
tests/test_discount.py:31TEST · 12
billing/refunds.py:62DEPENDS ON
Benefits

Senior engineering judgment, served as context.

Tessra doesn't replace your agent — it gives it the same situational awareness a senior engineer would have on day 800 of the project.

Spend 15× less on tokens

Tessra returns only what the agent needs: symbols, signatures, related callers. Stop paying to re-parse the same files.

Your code never leaves your machine

Indexes run locally. No cloud. No uploads. No external APIs. MCP-native — plugs into any compatible agent.

First-class support for Angular, Django, and Flutter

Tessra is currently optimized for these three stacks, with deeper framework-aware context for safer refactors and better agent decisions.

Django Angular Flutter + more
Security

Your code never leaves your machine.

Tessra runs locally. No uploads. No cloud indexing. No external processing. Your code stays where it belongs.

  • Runs on your machine
  • MCP-native local server
  • No data sent to external APIs
  • Works with your existing agents
100% local · MCP
Used in production

Used by developers shipping AI-assisted changes in production.

Pricing

Simple, honest pricing.

Start free. Upgrade when you're shipping with agents every day.

Free
$0 / 7-day trial

For developers exploring AI-assisted development.

  • 1 repository
  • Symbol search & smart context
  • 50 queries / day
  • Django · Angular · Flutter
  • Community support
Get started
Launch pricing · Limited spots
Pro
$19 / month

For developers shipping with agents every day.

  • Unlimited repositories
  • All 15 MCP tools
  • Impact radius & call graph
  • Multi-repo workspace
  • Angular · Django · Flutter
  • More stacks coming soon
  • Email support
Start Pro