reporelay
Enables indexing and searching code from Bitbucket repositories.
Enables indexing and searching code from GitHub repositories, including branches and tags.
Enables indexing and searching code from GitLab repositories.
Provides local embedding generation using Ollama, keeping code on-premises during indexing.
Supports using OpenAI's embedding models for code indexing, sending code chunks to OpenAI during index.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@reporelaysearch for authenticateUser in my-app repo"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
RepoRelay is a self-hosted code context engine for MCP.
Add repositories from any source — GitHub, GitLab, Bitbucket, on-premise, or local disk
Index the refs you need — pick the branches and tags that matter; each gets its own versioned snapshot
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 |
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 |
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 | 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 .envEdit .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 -dThis builds and starts all 5 services:
Service | Port | Description |
|
| ParadeDB (Postgres + pgvector + pg_search) |
| — | Background indexing worker (pg-boss) |
|
| REST API + Swagger UI ( |
|
| MCP server (HTTP transport) |
|
| Angular admin dashboard (nginx) |
Ollama |
| 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 install2. Start Postgres
docker compose up -d postgresThis starts ParadeDB (Postgres with pgvector + pg_search).
3. Configure environment
cp .env.example .env
# Defaults work for local development — no edits needed4. 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 :4200Service | Port | Description |
|
| ParadeDB (Postgres + pgvector + pg_search) |
| — | Background indexing worker (pg-boss) |
|
| REST API + Swagger UI ( |
|
| MCP server (HTTP transport) |
| — stdio | MCP proxy (connects to MCP server) |
|
| Angular dev server |
Ollama |
| 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/reposOr 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-xxxxxxxxxxxxMCP 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:
Detects languages from the developer's working directory
Connects to the RepoRelay MCP server over HTTP
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 reporelayFor 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 |
| typescript, javascript |
| rust |
| go |
| python |
| java, kotlin |
| 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 modeIntegration 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
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