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chwoerz

reporelay

by chwoerz

RepoRelay is a self-hosted code context engine for MCP.

  1. Add repositories from any source — GitHub, GitLab, Bitbucket, on-premise, or local disk

  2. Index the refs you need — pick the branches and tags that matter; each gets its own versioned snapshot

  3. Use them everywhere — every indexed repo is instantly available as MCP tools in Claude Desktop, Cursor, Windsurf, OpenCode, or any other MCP-capable client

Manage everything through the REST API or the admin dashboard. Register once, query from any project in any editor. RepoRelay parses files with tree-sitter, extracts symbols and imports, and stores everything in a hybrid search index (BM25 + pgvector).

RepoRelay runs entirely on your infrastructure — no third-party indexing service, no telemetry, no repo uploads. Code only leaves your network via the providers you explicitly configure: snippets requested by the LLM you connect via MCP (e.g. Claude, GPT), and chunks sent to your embedding provider during indexing (cloud providers like OpenAI see the code; a local Ollama setup keeps everything on-box).


Demo


Highlights

Feature

Description

Repos

Unlimited Repositories

Register repos from any Git host — GitHub, GitLab, Bitbucket, on-premise, or local paths

Search

Hybrid Search

BM25 full-text (ParadeDB) + vector similarity (pgvector), fused via Reciprocal Rank Fusion

Parse

Deep Code Understanding

tree-sitter parsing across 9 languages extracts symbols, imports, signatures, and doc comments

Index

Full-Index + SHA-256 Dedup

Every ref indexes all files via git ls-tree; SHA-256 content addressing skips unchanged files

MCP

MCP-Native

7 tools, 2 resources, 3 prompts — works with any MCP host

Version

Versioned Snapshots

Every branch and tag is indexed independently; query with semver ranges like ^1.2 or ~3.0

Deploy

Self-Hosted

Your code stays on your infrastructure. Postgres is the only runtime dependency

UI

REST API + Admin Dashboard

Fastify REST API (18 routes) + Angular 21 admin dashboard

Embed

Ollama

Ollama with Metal GPU acceleration for fast local embeddings

Chunk

Symbol-Aware Chunking

Respects function boundaries with overlap windows — never cuts a symbol in half

Lang

Language Auto-Detection

Detects your project's languages from manifest files and filters relevant repos automatically


Quick Start

Run the entire stack — Postgres, worker, REST API, MCP server, and admin UI — with a single command. No Node.js installation required.

Prerequisites

Requirement

Version

Docker

Latest

1. Clone and configure

git clone https://github.com/chwoerz/reporelay.git
cd reporelay
cp .env.example .env

Edit .env if you need to change the embedding model or Git tokens for private repos. The defaults work out of the box if you have Ollama running locally with nomic-embed-text as a model.

2. Start everything

docker compose up -d

This builds and starts all 5 services:

Service

Port

Description

postgres

5432

ParadeDB (Postgres + pgvector + pg_search)

worker

Background indexing worker (pg-boss)

web

3001

REST API + Swagger UI (/docs)

mcp

3000

MCP server (HTTP transport)

ui

80

Angular admin dashboard (nginx)

Ollama

11434

Embedding model (external)

The worker runs database migrations automatically on first startup.

3. Index your repos

# Register a remote repo
curl -sS -X POST http://localhost:3001/api/repos \
  -H 'content-type: application/json' \
  -d '{"name":"my-lib","remoteUrl":"https://github.com/org/my-lib.git"}'

# Trigger indexing for a specific branch
curl -sS -X POST http://localhost:3001/api/repos/my-lib/sync \
  -H 'content-type: application/json' \
  -d '{"ref":"main"}'

# Index a tagged release — each version is stored independently
curl -sS -X POST http://localhost:3001/api/repos/my-lib/sync \
  -H 'content-type: application/json' \
  -d '{"ref":"v2.0.0"}'

# Search across all indexed repos and versions
curl -sS 'http://localhost:3001/api/search?query=handleAuth'

Or use the admin dashboard at http://localhost and the Swagger UI at http://localhost:3001/docs.

4. MCP Client

Configure your MCP client (Claude Desktop, Cursor, etc.) to connect to the MCP proxy at http://localhost:3000/mcp — see the MCP Client Setup section below for details.

Run services directly with Node.js for a faster dev loop with hot-reload.

Prerequisites

Requirement

Version

Node.js

22+

pnpm

9+

Docker

Latest

1. Clone and install

git clone https://github.com/chwoerz/reporelay.git
cd reporelay
pnpm install

2. Start Postgres

docker compose up -d postgres

This starts ParadeDB (Postgres with pgvector + pg_search).

3. Configure environment

cp .env.example .env
# Defaults work for local development — no edits needed

4. Start services

# All-in-one dev script (Postgres + worker + web API)
pnpm dev

# Or individual services
pnpm dev:worker   # Background indexing worker
pnpm dev:mcp      # MCP server (HTTP on :3000)
pnpm dev:web      # REST API on :3001
pnpm dev:proxy    # MCP proxy (connects to MCP server)
pnpm dev:ui       # Angular dashboard on :4200

Service

Port

Description

postgres

5432

ParadeDB (Postgres + pgvector + pg_search)

worker

Background indexing worker (pg-boss)

web

3001

REST API + Swagger UI (/docs)

mcp

3000

MCP server (HTTP transport)

proxy

— stdio

MCP proxy (connects to MCP server)

ui

4200

Angular dev server

Ollama

11434

Embedding model (external)

The worker bootstraps the database on first startup (extensions, migrations, BM25 index).

5. Index your repos

# Register a local repo
curl -sS -X POST http://localhost:3001/api/repos \
  -H 'content-type: application/json' \
  -d '{"name":"my-app","localPath":"/absolute/path/to/my-app"}'

# Register a remote repo
curl -sS -X POST http://localhost:3001/api/repos \
  -H 'content-type: application/json' \
  -d '{"name":"my-lib","remoteUrl":"https://github.com/org/my-lib.git"}'

# Trigger indexing for a specific branch
curl -sS -X POST http://localhost:3001/api/repos/my-app/sync \
  -H 'content-type: application/json' \
  -d '{"ref":"main"}'

# Index a tagged release — each version is stored independently
curl -sS -X POST http://localhost:3001/api/repos/my-lib/sync \
  -H 'content-type: application/json' \
  -d '{"ref":"v2.0.0"}'

# Search across all indexed repos and versions
curl -sS 'http://localhost:3001/api/search?query=handleAuth'

# Check status
curl -sS http://localhost:3001/api/repos

Or use the admin dashboard at http://localhost:4200.

6. MCP Client

Configure your MCP client (Claude Desktop, Cursor, etc.) to connect to the MCP proxy at http://localhost:3000/mcp — see the MCP Client Setup section below for details.

Supported Git Hosts

RepoRelay works with any Git repository accessible over HTTPS or on the local filesystem. There is no vendor lock-in — your repos can come from any combination of:

  • GitHub (github.com and GitHub Enterprise)

  • GitLab (gitlab.com and self-managed)

  • Bitbucket (Cloud and Data Center)

  • Azure DevOps

  • Gitea / Forgejo

  • Any on-premise Git server (Gerrit, cgit, etc.)

  • Local repositories on disk

For private repos, set a GIT_TOKEN_<HOST> environment variable and RepoRelay handles authentication automatically. Host-specific username defaults are built-in for GitHub, GitLab, and Bitbucket — any other host uses GIT_USER_<HOST> or falls back to oauth2.

# Example: authenticate with GitHub and a self-hosted GitLab
GIT_TOKEN_GITHUB_COM=ghp_xxxxxxxxxxxx
GIT_TOKEN_GITLAB_INTERNAL_CORP_COM=glpat-xxxxxxxxxxxx

MCP Client Setup

Claude Desktop / Cursor

Clients connect via the MCP proxy, which auto-detects your project's languages and forwards requests to the RepoRelay HTTP server:

{
  "mcpServers": {
    "reporelay": {
      "command": "npx",
      "args": ["reporelay", "--server", "http://localhost:3000/mcp"]
    }
  }
}

See the full documentation for OpenCode, remote server, and other client configurations.

MCP Proxy

The MCP proxy is a lightweight local binary that sits between your IDE and the RepoRelay HTTP server. It:

  1. Detects languages from the developer's working directory

  2. Connects to the RepoRelay MCP server over HTTP

  3. Forwards all MCP requests, injecting detected languages into tool calls

# Via CLI argument
npx reporelay --server http://localhost:3000/mcp

# Or via environment variable
REPORELAY_URL=http://localhost:3000/mcp npx reporelay

For a remote server, just change the URL:

{
  "mcpServers": {
    "reporelay": {
      "command": "npx",
      "args": ["reporelay", "--server", "https://reporelay.example.com/mcp"]
    }
  }
}

The proxy injects languages into 4 tools that support language filtering: search_code, get_symbol, find, and list_repos. Per-request languages values provided by the caller take priority over auto-detected ones.

Language Auto-Detection

When MCP_LANGUAGES is not set, the MCP server automatically detects the host project's language by scanning the working directory for well-known manifest files:

Manifest File

Detected Languages

package.json, tsconfig.json

typescript, javascript

Cargo.toml

rust

go.mod

go

pyproject.toml, setup.py

python

pom.xml, build.gradle(.kts)

java, kotlin

CMakeLists.txt, Makefile

c, cpp

Detected languages are used to filter which repos are served — only repos whose language_stats contain a matching language above the threshold are included.

MCP_LANGUAGE_THRESHOLD (default: 10) controls the minimum percentage a language must represent in a repo ref's file breakdown. Set to 0 to disable repo filtering entirely.

{
  "mcpServers": {
    "reporelay": {
      "command": "npx",
      "args": ["tsx", "src/mcp/main.ts"],
      "env": {
        "DATABASE_URL": "postgresql://reporelay:reporelay@localhost:5432/reporelay",
        "MCP_LANGUAGE_THRESHOLD": "0"
      }
    }
  }
}

Documentation

Full documentation is available at the RepoRelay docs site, including:


Testing

Comprehensive test suite (unit + integration) covering every module.

pnpm test              # All tests
pnpm test:unit         # Unit tests only
pnpm test:integration  # Integration tests (requires Docker)
pnpm test:watch        # Watch mode

Integration tests use real ParadeDB containers via Testcontainers.


Tech Stack

TypeScript (ESM, strict) / Node.js 22+ / Fastify 5 / Drizzle ORM / ParadeDB (BM25 + pgvector) / pg-boss / tree-sitter / MCP SDK / Angular 21 / Vitest + Testcontainers / Docker


License

MIT

A
license - permissive license
-
quality - not tested
C
maintenance

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