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MCP server wrapper for reducing tokens consumed by MCP tools.","maintainers":[{"name":"atlassianartifactteam","email":"eng-development-tooling-artifacts@atlassian.com"}],"readme":"# @atlassian/mcp-compressor (TypeScript)\n\nA TypeScript MCP proxy that wraps one or more MCP servers and reduces the token footprint exposed to LLMs.\n\n## How it works\n\nmcp-compressor connects to upstream MCP servers (via stdio, HTTP, or SSE) and replaces their full tool catalogs with a compressed interface. Instead of exposing every tool individually, it provides:\n\n- **`get_tool_schema(tool_name)`** — returns the full schema for a specific tool on demand\n- **`invoke_tool(tool_name, tool_input)`** — calls an upstream tool\n- **`list_tools()`** — lists available tool names (only at `max` compression)\n\nThis dramatically reduces the token cost of tool descriptions in LLM context windows while preserving full tool functionality.\n\n### Compression levels\n\n| Level | What the LLM sees |\n|---|---|\n| `low` | Tool name, parameters, and full description |\n| `medium` (default) | Tool name, parameters, and first sentence of description |\n| `high` | Tool name and parameters only |\n| `max` | Tool names only (requires `list_tools` call to discover) |\n\n### Three modes\n\n| Mode | Tools exposed | How the LLM invokes tools |\n|---|---|---|\n| **Compressed** (default) | `get_tool_schema` + `invoke_tool` | Via MCP tool calls |\n| **CLI** | Per-server `_help` tools | Via bash CLI commands (bridge + generated scripts) |\n| **Bash** | Per-server `_help` tools + `bash` tool | Via a sandboxed [just-bash](https://www.npmjs.com/package/just-bash) shell |\n\n## Installation\n\n```bash\nnpm install @atlassian/mcp-compressor\n\n# Optional: for bash mode\nnpm install just-bash\n```\n\n## STDIO MCP proxy\n\nThe simplest way to use mcp-compressor is as a CLI that wraps another MCP server and exposes a compressed proxy over stdio.\n\n### Compressed mode (default)\n\n```bash\n# Wrap a remote MCP server\nbun cli -- https://mcp.atlassian.com/v1/mcp\n\n# Wrap a local stdio server\nbun cli --server-name filesystem -- npx -y @modelcontextprotocol/server-filesystem .\n\n# With options\nbun cli -c high --server-name atlassian --toonify -- https://mcp.atlassian.com/v1/mcp\n\n# Multi-server via MCP config JSON\nbun cli -- '{\"mcpServers\":{\"jira\":{\"url\":\"https://jira-mcp.example.com\"},\"confluence\":{\"command\":\"node\",\"args\":[\"confluence-server.js\"]}}}'\n```\n\n### CLI mode\n\nCLI mode generates shell scripts for each backend server so the LLM (or user) can invoke tools directly from bash. The MCP proxy exposes per-server help tools that describe the available commands.\n\n```bash\n# Start CLI mode\nbun cli --cli-mode --server-name atlassian -- https://mcp.atlassian.com/v1/mcp\n\n# In another terminal, use the generated CLI:\natlassian --help\natlassian search-confluence --query oauth\natlassian get-jira-issue --issue-url https://jira.example.com/browse/PROJ-123\n```\n\nTOON output formatting is automatically enabled in CLI mode.\n\n### Bash mode\n\nBash mode registers all backend tools as custom commands in a sandboxed just-bash shell, then exposes a single `bash` MCP tool plus per-server help tools. The LLM can run MCP tools alongside standard Unix utilities, including pipes and composition.\n\n```bash\nbun cli --just-bash --server-name atlassian -- https://mcp.atlassian.com/v1/mcp\n```\n\nThe LLM then sees:\n- `bash` — execute commands in the sandboxed shell\n- `atlassian_help` — lists available atlassian subcommands\n\nExample commands the LLM can run via the bash tool:\n```bash\natlassian search-issues --jql \"project=PROJ\" | jq '.issues[].key'\natlassian get-page --page-id 12345 | grep \"summary\"\necho \"hello\" | grep hello\n```\n\n### OAuth\n\nFor remote OAuth backends, the CLI handles the authorization flow automatically — it opens the browser, completes the code exchange, and persists tokens for future sessions.\n\n```bash\n# Clear cached OAuth state\nbun cli clear-oauth https://mcp.atlassian.com/v1/mcp\n```\n\n## In-process usage (CompressorClient)\n\nFor TypeScript applications and agent frameworks, `CompressorClient` provides a single unified interface for all modes — no subprocess needed.\n\n### Compressed mode\n\n```typescript\nimport { CompressorClient } from '@atlassian/mcp-compressor';\n\nconst client = new CompressorClient({\n  servers: {\n    jira: { url: 'https://jira-mcp.example.com' },\n    confluence: { command: 'node', args: ['confluence-server.js'] },\n  },\n  compressionLevel: 'medium',\n});\n\nawait client.connect();\nconst tools = await client.getTools();\n// → { jira_get_tool_schema, jira_invoke_tool, confluence_get_tool_schema, confluence_invoke_tool }\n\n// Use with any AI SDK-compatible framework\nconst schema = await tools.jira_get_tool_schema.execute({ tool_name: 'search_issues' });\nconst result = await tools.jira_invoke_tool.execute({\n  tool_name: 'search_issues',\n  tool_input: { query: 'oauth' },\n});\n\nawait client.close();\n```\n\n### CLI mode\n\n```typescript\nconst client = new CompressorClient({\n  servers: { atlassian: { url: 'https://mcp.atlassian.com/v1/mcp' } },\n  mode: 'cli',\n});\n\nawait client.connect();\nconst tools = await client.getTools();\n// → { atlassian_help }\n// Side effect: HTTP bridge started, shell script generated\n\n// client.scripts has info about generated scripts\nfor (const script of client.scripts) {\n  console.log(`Run '${script.cliName} --help' for usage`);\n}\n\nawait client.close();\n```\n\n### Bash mode\n\n```typescript\nconst client = new CompressorClient({\n  servers: {\n    jira: { url: 'https://jira-mcp.example.com' },\n    confluence: { command: 'node', args: ['confluence-server.js'] },\n  },\n  mode: 'bash',\n});\n\nawait client.connect();\nconst tools = await client.getTools();\n// → { bash, jira_help, confluence_help }\n\n// Execute commands via the bash tool\nconst result = await tools.bash.execute({ command: 'jira search-issues --query oauth' });\n\n// Access the Bash instance directly\nconst execResult = await client.bash!.exec('jira search-issues --query test | jq .issues');\n\nawait client.close();\n```\n\n### Bash mode with a pre-existing Bash instance\n\nIf your application already has a `Bash` instance (e.g. with its own custom commands), you can inject it:\n\n```typescript\nimport { Bash } from 'just-bash';\n\nconst existingBash = new Bash({ customCommands: [myCustomCommand] });\n\nconst client = new CompressorClient({\n  servers: { atlassian: { url: 'https://mcp.atlassian.com/v1/mcp' } },\n  mode: 'bash',\n  bash: { bash: existingBash },\n});\n\nawait client.connect();\nconst tools = await client.getTools();\n// → { bash, atlassian_help }\n// MCP commands are registered into existingBash via registerCommand()\n```\n\n### Server configuration formats\n\n`CompressorClient` accepts several formats for the `servers` option:\n\n```typescript\n// Named servers map (recommended for multi-server)\nnew CompressorClient({\n  servers: {\n    jira: { url: 'https://jira-mcp.example.com' },\n    filesystem: { command: 'npx', args: ['-y', '@modelcontextprotocol/server-filesystem', '.'] },\n  },\n});\n\n// Single BackendConfig\nnew CompressorClient({\n  servers: { type: 'http', url: 'https://mcp.example.com' },\n});\n\n// URL string\nnew CompressorClient({\n  servers: 'https://mcp.example.com',\n});\n\n// MCP config JSON string\nnew CompressorClient({\n  servers: '{\"mcpServers\":{\"jira\":{\"url\":\"https://jira-mcp.example.com\"}}}',\n});\n```\n\n### Escape hatches\n\n```typescript\n// Access individual runtimes\nconst jiraRuntime = client.getRuntime('jira');\nawait jiraRuntime.invokeTool('search_issues', { query: 'bug' });\n\n// List all server names\nconsole.log(client.serverNames); // ['jira', 'confluence']\n\n// Access all runtimes\nfor (const runtime of client.runtimes) {\n  console.log(runtime.serverName, await runtime.listToolNames());\n}\n```\n\n## Rust-backed native client\n\nThe Rust-core migration exposes a high-level native client for applications that want to start compressed MCP proxy sessions in-process, without spawning the `mcp-compressor` CLI as a stdio subprocess.\n\n```ts\nimport { CompressorClient } from \"@atlassian/mcp-compressor\";\n\nconst client = new CompressorClient({\n  servers: {\n    atlassian: {\n      url: \"https://mcp.atlassian.com/v1/mcp\",\n      headers: {\n        Authorization: `Basic ${token}`,\n      },\n    },\n  },\n  compressionLevel: \"medium\",\n  includeTools: [\"getConfluencePage\", \"updateConfluencePage\"],\n  toonify: true,\n});\n\nconst proxy = await client.connect();\ntry {\n  console.log(proxy.tools.map((tool) => tool.name));\n  const output = await proxy.invoke(\"getAccessibleAtlassianResources\", {}, { server: \"atlassian\" });\n  console.log(output);\n} finally {\n  await client.close();\n}\n```\n\nThe package root now exposes the Rust-backed `CompressorClient` as the primary SDK surface on the migration trunk.\n\nJust Bash mode lets language hosts register backend MCP tools as Just Bash commands:\n\n```ts\nconst proxy = await new CompressorClient({ servers, mode: \"bash\" }).connect();\ntry {\n  for (const provider of proxy.justBashProviders) {\n    console.log(provider.providerName, provider.helpToolName);\n    for (const command of provider.tools) {\n      console.log(command.commandName, command.backendToolName, command.invokeToolName);\n    }\n  }\n} finally {\n  proxy.close();\n}\n```\n\nConnected proxies can also write shell, Python, or TypeScript clients that call the live Rust proxy:\n\n```ts\nconst proxy = await client.connect();\ntry {\n  proxy.writeClient(\"cli\", \"./bin\", { name: \"atlassian\" });\n  proxy.writeClient(\"python\", \"./generated-py\", { name: \"atlassian\" });\n  proxy.writeClient(\"typescript\", \"./generated-ts\", { name: \"atlassian\" });\n} finally {\n  proxy.close();\n}\n```\n\n## Development\n\n### Setup\n\n```bash\ncd typescript\nbun install\n```\n\n### Commands\n\n```bash\nbun run test          # run tests with vitest\nbun run check         # lint + format + typecheck + test\nbun run lint          # lint with oxlint\nbun run format        # format with oxfmt\nbun run format:check  # check formatting\nbun run build         # compile to dist/\nbun cli               # run the CLI directly from source\n```\n\n### Packaging smoke test\n\nBuild and test the npm package from a clean temporary project:\n\n```bash\nbun install\nbun run build\nbun run build:native\nbun pm pack --filename /tmp/mcp-compressor-ts-package.tgz\nmkdir -p /tmp/mcp-compressor-ts-package-test\ncd /tmp/mcp-compressor-ts-package-test\nbun init -y\nbun add --registry https://registry.npmjs.org /tmp/mcp-compressor-ts-package.tgz\nbun --eval 'import { CompressorClient, compressToolListing } from \"@atlassian/mcp-compressor\"; console.log(typeof CompressorClient, compressToolListing(\"high\", [{ name: \"echo\", inputSchema: { type: \"object\", properties: {} } }]))'\n```\n\nCI runs the same package smoke test and uploads the packed tarball as an artifact.\n\n### Toolchain\n\n| Tool | Purpose |\n|---|---|\n| [Bun](https://bun.sh/) | Package manager and runtime |\n| [TypeScript](https://www.typescriptlang.org/) | Type checking |\n| [Vitest](https://vitest.dev/) | Test runner |\n| [oxlint](https://oxc.rs/docs/guide/usage/linter) | Linter |\n| [oxfmt](https://oxc.rs/docs/guide/usage/formatter) | Formatter |\n| [Commander](https://github.com/tj/commander.js) | CLI argument parsing |\n\n## Publishing\n\nTo publish from source, ensure you have active credentials for Artifactory, then run:\n\n```bash\nbun run build\nnpm version <PUBLISH_VERSION> --no-git-tag-version\nnpm publish\n```\n\nPublished as `@atlassian/mcp-compressor` via Atlassian Artifactory → npmJS.\n\n```bash\nnpm install @atlassian/mcp-compressor\n```\n\n### Sub-path exports\n\n`@atlassian/mcp-compressor` ships a small set of sub-path exports for consumers that only need the lightweight pieces. Importing from these sub-paths avoids loading `fastmcp`, the MCP SDK, and the rest of the runtime, which can add hundreds of ms of cold-import cost.\n\n| Sub-path | Contents | When to use |\n|---|---|---|\n| `@atlassian/mcp-compressor` | Full runtime (`CompressorRuntime`, `CompressorServer`, `BackendClient`, `FastMCP`, ...) | Building / hosting a compressor proxy. |\n| `@atlassian/mcp-compressor/bash` | The just-bash transform helpers | Bash-tool transformation. |\n| `@atlassian/mcp-compressor/config` | `interpolateString`, `interpolateRecord`, `parseServerConfigJson` | Pure config parsing / `${ENV}` interpolation in tooling. |\n| `@atlassian/mcp-compressor/errors` | `InvalidConfigurationError` and friends | Error type checks without the runtime. |\n| `@atlassian/mcp-compressor/types` | `BackendConfig`, `CompressionLevel`, `CommonProxyOptions`, ... | Type-only consumers. |\n\n```ts\n// heavy: pulls fastmcp + MCP SDK\nimport { CompressorRuntime } from \"@atlassian/mcp-compressor\";\n\n// light: ~zero runtime deps\nimport { interpolateString } from \"@atlassian/mcp-compressor/config\";\n```\n","readmeFilename":"README.md"}