Model Context Protocol · 2–4 weeks · from $8,000
Give every coding assistant your team uses one grounded source of truth.
Your developers already pay for Cursor, Claude Code, and Copilot — but those assistants cannot see your architecture decisions, internal APIs, or incident history. I build an MCP server over your repositories and documentation so every assistant, and every engineer, queries the same indexed, cited, permission-aware knowledge instead of guessing at your codebase.
Today
- Assistants invent function names and guess at internal APIs.
- Every session re-explains the same architecture in the prompt.
- “How do we do X here?” costs forty minutes of message archaeology.
- Onboarding an engineer — or an agent — takes weeks of tribal knowledge.
With the MCP server
- Assistants query your codebase and receive whole-function, cited context.
- One indexed knowledge layer serves Cursor, Claude Code, CI automation, and people alike.
- Answers carry file citations your team can verify in one click.
- New engineers ask the knowledge layer instead of interrupting senior staff.
What is included
- Structural code indexing
- Tree-sitter parsing into whole functions with their documentation, across 13 languages — the difference between 8% and 72% retrieval accuracy on code questions.
- Retrieval engineered for trust
- Hybrid vector and keyword search, reranking, and grounding checks, so answers come from your code with citations.
- A standard MCP server
- Cursor, Claude Code and Desktop, VS Code Copilot, Windsurf, and anything MCP-compatible connects with a configuration snippet.
- Access control
- Per-user and per-repository scoping so assistants only see what their user is permitted to see.
- Deployment on your terms
- Your cloud, your server, or entirely inside your VPC when the code cannot leave your perimeter.
- An acceptance test
- Twenty real questions agreed up front; delivery means the assistant answers them correctly, with citations, verified by you before final payment.
Scope and pricing
from $8,000
1–3 repositories · 2 weeks
Index, MCP server, chat access, and the acceptance evaluation, deployed to your infrastructure.
$12,000–18,000
Multi-repository or monorepo · 3–4 weeks
Adds documentation and ticket ingestion, access-control mapping, and a team onboarding session.
$500–1,000 / month
Optional care plan
Sync monitoring, re-indexing on schema changes, a monthly evaluation report, and priority fixes.
The exact bid follows the free teardown call and depends on repository size, languages, and deployment target. Pricing is always fixed.
Built from a working system
The bidirectional MCP server inside EAKC is exactly this system, running in production over a codebase of roughly 455,000 lines. I connect coding assistants to it daily to develop the platform itself. Your build transplants a working system, not a whiteboard design.