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MCP proxy that adds truncation, file writing, and JQ capabilities to any MCP server","maintainers":[{"email":"safwentrabelsi95@gmail.com","name":"safwentrabelsi"},{"email":"stephane.jourdan@outlook.com","name":"sjourdan"},{"email":"pierre.chollet@anyshift.io","name":"pcholl22"}],"readme":"# @anyshift/mcp-proxy\n\n**Universal MCP Proxy** - Add truncation, file writing, and JQ capabilities to ANY Model Context Protocol (MCP) server.\n\n## Features\n\nš **100% MCP-Agnostic**: Works with any MCP server through environment variable contract\nāļø **Response Truncation**: Auto-truncate large responses to token limits\nš¾ **Automatic File Writing**: Save large responses to disk\nš **JQ Tool**: Query saved JSON files with JQ syntax\nšÆ **Zero Configuration**: No config files, just environment variables\n\n## Why Use This?\n\nMCP servers often return very large responses (dashboards, metrics, logs) that:\n- Exceed AI model context windows (causing truncation or errors)\n- Make it hard for AI to synthesize information\n- Cannot be easily queried or analyzed\n\nThis proxy solves these problems by:\n1. **Truncating** responses to configurable token limits\n2. **Saving** full responses to disk automatically\n3. **Adding** a JQ tool to query saved JSON files\n\n## Environment Variable Contract\n\nThe proxy uses a **namespace convention** to separate its configuration from the child MCP server's configuration:\n\n### Proxy Configuration (MCP_PROXY_* prefix)\n\nThese variables control the proxy's behavior:\n\n```bash\n# REQUIRED: Child MCP specification\nMCP_PROXY_CHILD_COMMAND=\"mcp-grafana\" # Command to spawn child MCP\n\n# OPTIONAL: Child command arguments\nMCP_PROXY_CHILD_ARGS=\"arg1,arg2\" # Comma-separated arguments\n\n# OPTIONAL: Truncation settings (defaults shown)\nMCP_PROXY_MAX_TOKENS=10000 # Max tokens before truncation\nMCP_PROXY_CHARS_PER_TOKEN=4 # Chars per token calculation\n\n# OPTIONAL: File writing settings\nMCP_PROXY_WRITE_TO_FILE=true # Enable file writing (default: false)\nMCP_PROXY_OUTPUT_PATH=/tmp/mcp-results # REQUIRED if WRITE_TO_FILE=true\nMCP_PROXY_MIN_CHARS_FOR_WRITE=1000 # Min size to save (default: 1000)\n\n# OPTIONAL: JQ tool settings\nMCP_PROXY_ENABLE_JQ=true # Enable JQ tool (default: true)\nMCP_PROXY_JQ_TIMEOUT_MS=30000 # JQ timeout (default: 30000)\n\n# OPTIONAL: Debug logging\nMCP_PROXY_ENABLE_LOGGING=true # Enable debug logs (default: false)\n```\n\n### Pass-Through Variables (NO prefix)\n\nAll other environment variables are passed directly to the child MCP:\n\n```bash\n# Grafana example\nGRAFANA_URL=https://your-instance.grafana.net\nGRAFANA_SERVICE_ACCOUNT_TOKEN=glsa_...\n\n# Datadog example\nDATADOG_API_KEY=...\nDATADOG_APP_KEY=...\n\n# Anyshift example\nAPI_TOKEN=...\nAPI_BASE_URL=...\n\n# Any other env vars your MCP needs\nCUSTOM_VAR=value\n```\n\n**Key Design Principle:** The proxy knows nothing about specific MCP servers. It simply:\n1. Reads `MCP_PROXY_*` vars for its own config\n2. Passes everything else to the child MCP\n\n## Quick Start Examples\n\n### Example 1: Wrap Grafana MCP\n\n```bash\n# Proxy configuration\nexport MCP_PROXY_CHILD_COMMAND=\"mcp-grafana\"\nexport MCP_PROXY_MAX_TOKENS=10000\nexport MCP_PROXY_WRITE_TO_FILE=true\nexport MCP_PROXY_OUTPUT_PATH=/tmp/grafana-results\n\n# Grafana credentials (passed through to child)\nexport GRAFANA_URL=https://your-instance.grafana.net\nexport GRAFANA_SERVICE_ACCOUNT_TOKEN=glsa_your_token\n\n# Run proxy\nnpx @anyshift/mcp-proxy\n```\n\n### Example 2: Wrap Anyshift MCP\n\n```bash\n# Proxy configuration\nexport MCP_PROXY_CHILD_COMMAND=\"npx\"\nexport MCP_PROXY_CHILD_ARGS=\"-y,@anyshift/anyshift-mcp-server\"\nexport MCP_PROXY_WRITE_TO_FILE=true\nexport MCP_PROXY_OUTPUT_PATH=/tmp/anyshift-results\n\n# Anyshift credentials (passed through)\nexport API_TOKEN=your_token\nexport API_BASE_URL=https://api.anyshift.io\n\n# Run proxy\nnpx @anyshift/mcp-proxy\n```\n\n### Example 3: Wrap Custom MCP\n\n```bash\n# Proxy configuration\nexport MCP_PROXY_CHILD_COMMAND=\"node\"\nexport MCP_PROXY_CHILD_ARGS=\"/path/to/your/mcp-server.js\"\nexport MCP_PROXY_MAX_TOKENS=5000\n\n# Your MCP's credentials (passed through)\nexport YOUR_API_KEY=...\nexport YOUR_API_URL=...\n\n# Run proxy\nnpx @anyshift/mcp-proxy\n```\n\n## How It Works\n\n```mermaid\ngraph TB\n AI[š¤ AI Agent
Claude]\n\n AI -->|MCP Protocol| Proxy\n\n subgraph Proxy[\"@anyshift/mcp-proxy\"]\n Start[Receive tool call]\n CheckJQ{JQ tool?}\n ExecuteJQ[Execute JQ locally]\n Forward[Forward to child MCP]\n GetResponse[Get response from child]\n CheckSize{Size ā„ 1000 chars?}\n WriteFile[š Write FULL data to file]\n ReturnFile[Return file reference]\n CheckTrunc{Size > 40K chars?}\n Truncate[Truncate with notice]\n ReturnDirect[Return response]\n\n Start --> CheckJQ\n CheckJQ -->|Yes| ExecuteJQ\n CheckJQ -->|No| Forward\n Forward --> GetResponse\n ExecuteJQ --> CheckTrunc\n GetResponse --> CheckSize\n CheckSize -->|Yes| WriteFile\n WriteFile --> ReturnFile\n CheckSize -->|No| CheckTrunc\n CheckTrunc -->|Yes| Truncate\n CheckTrunc -->|No| ReturnDirect\n\n ReturnFile -.->|š Small reference| AI\n Truncate -.->|Truncated text| AI\n ReturnDirect -.->|Full response| AI\n end\n\n Proxy -->|stdio + env vars| Child[Child MCP
anyshift/datadog/grafana]\n Child -.->|Response| Proxy\n\n style AI fill:#e1f5ff\n style Proxy fill:#fff4e1\n style Child fill:#e8f5e9\n style WriteFile fill:#c8e6c9\n style ReturnFile fill:#c8e6c9\n```\n\n### Response Handling Examples\n\n**Small responses (< 1,000 chars):**\n```\nChild: 500 chars ā Proxy: Return directly ā AI: 500 chars ā\n```\n\n**Medium responses (1,000 - 40,000 chars):**\n```\nChild: 5,000 chars ā Proxy: Write to file ā AI: \"š File: path/to/file.json\" ā\n```\n\n**Large responses (> 40,000 chars):**\n```\nChild: 100,000 chars ā Proxy: Write FULL 100K to file ā AI: \"š File: ...\" ā\nNote: File contains complete data, not truncated!\n```\n\n**JQ tool queries:**\n```\nAI: JQ query ā Proxy: Execute locally ā AI: Result (truncated if > 40K) ā\n```\n\n### Key Design Principle\n\n**File writing happens BEFORE truncation.** This ensures:\n- Files always contain complete, untruncated data\n- Large responses are accessible via file references\n- AI receives small, manageable responses\n- No data loss due to context limits\n\n## Integration Examples\n\n### AI-Workbench Integration\n\n```go\n// In ai-workbench builder.go\nfunc WrapWithProxy(baseMCPConfig MCPConfig, ...) MCPConfig {\n proxyEnv := map[string]string{\n \"MCP_PROXY_CHILD_COMMAND\": baseMCPConfig.Command,\n \"MCP_PROXY_MAX_TOKENS\": \"10000\",\n \"MCP_PROXY_WRITE_TO_FILE\": \"true\",\n \"MCP_PROXY_OUTPUT_PATH\": outputPath,\n }\n\n // Merge child's env vars (pass-through)\n for key, value := range baseMCPConfig.Env {\n proxyEnv[key] = value\n }\n\n return MCPConfig{\n Command: \"npx\",\n Args: []string{\"-y\", \"@anyshift/mcp-proxy\"},\n Env: proxyEnv,\n }\n}\n```\n\n### Claude Desktop Integration\n\n```json\n{\n \"mcpServers\": {\n \"grafana\": {\n \"command\": \"npx\",\n \"args\": [\"-y\", \"@anyshift/mcp-proxy\"],\n \"env\": {\n \"MCP_PROXY_CHILD_COMMAND\": \"mcp-grafana\",\n \"MCP_PROXY_MAX_TOKENS\": \"10000\",\n \"MCP_PROXY_WRITE_TO_FILE\": \"true\",\n \"MCP_PROXY_OUTPUT_PATH\": \"/tmp/grafana-results\",\n \"GRAFANA_URL\": \"https://your-instance.grafana.net\",\n \"GRAFANA_SERVICE_ACCOUNT_TOKEN\": \"glsa_...\"\n }\n }\n }\n}\n```\n\n## Environment Variable Reference\n\n### MCP_PROXY_CHILD_COMMAND (REQUIRED)\n\nThe command to spawn as the child MCP server.\n\n**Examples:**\n- `\"mcp-grafana\"` - Direct binary\n- `\"npx\"` - Use with `MCP_PROXY_CHILD_ARGS=\"-y,@anyshift/anyshift-mcp-server\"`\n- `\"node\"` - Use with `MCP_PROXY_CHILD_ARGS=\"/path/to/server.js\"`\n\n### MCP_PROXY_CHILD_ARGS (OPTIONAL)\n\nComma-separated arguments to pass to the child command.\n\n**Example:** `\"arg1,arg2,--verbose\"` becomes `[\"arg1\", \"arg2\", \"--verbose\"]`\n\n### MCP_PROXY_MAX_TOKENS (OPTIONAL, default: 10000)\n\nMaximum tokens before truncating responses.\n\n**Calculation:** `maxTokens Ć charsPerToken = max characters`\n**Default:** `10000 Ć 4 = 40,000 characters`\n\n### MCP_PROXY_WRITE_TO_FILE (OPTIONAL, default: false)\n\nEnable automatic file writing for responses above `MIN_CHARS_FOR_WRITE`.\n\n**When to enable:**\n- Responses frequently exceed token limits\n- Need full data for later analysis\n- Want to use JQ tool to query responses\n\n### MCP_PROXY_OUTPUT_PATH (REQUIRED if WRITE_TO_FILE=true)\n\nDirectory where response files are saved.\n\n**File naming:** `{timestamp}_{tool_name}_{short_id}.json`\n\n### MCP_PROXY_ENABLE_JQ (OPTIONAL, default: true)\n\nAdd the `execute_jq_query` tool for querying saved JSON files.\n\n**Disable when:**\n- Child MCP already provides JQ tool\n- Don't need file querying capability\n\n### MCP_PROXY_ENABLE_LOGGING (OPTIONAL, default: false)\n\nEnable debug logging to stderr.\n\n**Logs include:**\n- Configuration summary\n- Tool discovery count\n- Truncation events\n- File writing operations\n\n## Development\n\n```bash\n# Clone and install\ncd mcp-proxy\npnpm install\n\n# Build\npnpm build\n\n# Test with Grafana\nexport MCP_PROXY_CHILD_COMMAND=\"mcp-grafana\"\nexport GRAFANA_URL=...\nexport GRAFANA_SERVICE_ACCOUNT_TOKEN=...\nnode dist/index.js\n\n# Test with custom MCP\nexport MCP_PROXY_CHILD_COMMAND=\"node\"\nexport MCP_PROXY_CHILD_ARGS=\"/path/to/my-mcp.js\"\nexport MY_API_KEY=...\nnode dist/index.js\n```\n\n## Benefits\n\nā
**Zero configuration files** - Pure environment variables\nā
**Truly MCP-agnostic** - Works with ANY MCP server\nā
**Simple integration** - Just wrap the command with env vars\nā
**Clean separation** - Proxy config vs child config\nā
**Pass-through design** - Child gets exactly what it needs\n\n## License\n\nMIT\n\n## Related Projects\n\n- [@anyshift/mcp-tools-common](../mcp-tools-common) - Shared MCP utilities (truncation, file writing, JQ)\n- [mcp-grafana](https://github.com/grafana/mcp-grafana) - Official Grafana MCP server\n- [Model Context Protocol](https://modelcontextprotocol.io/) - MCP specification\n","readmeFilename":"README.md"}