PowerSearch MCP helps AI agents search and retrieve content from the public web with fewer broken fetches and clean, AI-friendly outputs ready to cite.
Project description
PowerSearch MCP
PowerSearch MCP helps AI agents search and retrieve content from the public web with fewer broken fetches and clean, AI-friendly outputs ready to cite.
Feature Roadmap:
- ✅ SearXNG-backed meta search with configurable engines, language, safe-search, and pagination
- ✅ Strong anti-bot fetching implementation via Scrapling and Camoufox
- ✅ Search response caching at the tool-level to memory, disk, and Redis storage backends
- ✅ Automatic retries with exponential backoff for both search and fetch operations
- ✅ AI Agent-friendly responses: HTML pages are converted to markdown automatically via Trafilatura
- ✅ Support for STDIO and streaming HTTP transports
- ✅ Health check endpoint for HTTP transport
- ✅ Extensive configuration suitable for many deployment scenarios
- ✅ Authentication support for both JWT and opaque tokens
- ✅ Authorization support for embedded Eunomia policies
- ✅ Auto summarization of search results via MCP sampling
- ✅ Optional server-side fallback for clients that don't support MCP sampling
- 🗓️ (Future) Client selectable synchronous (current behavior) or asynchronous SEP-1686 execution for search / fetch tools
- 🗓️ (Future) Containerization, publish public image
- 🗓️ (Future) Prometheus metrics exporter
- 🗓️ (Future) Helm chart
Setup
If you haven't already, go ahead and run make init to set up the Python virtual environment and dependencies.
Next, initialize Camoufox:
camoufox fetch
Finally, run a local instance of SearXNG.
docker run --rm -it \
--name searxng-local \
-p 127.0.0.1:9876:8080 \
--tmpfs /etc/searxng:rw,noexec,nosuid,size=16m \
--tmpfs /tmp:rw,noexec,nosuid,size=512m \
--cap-drop=ALL \
--security-opt=no-new-privileges:true \
--env=SEARXNG_SETTINGS_PATH=/settings.yml \
--volume=$(pwd)/searxng.yaml:/settings.yml:ro \
searxng/searxng
Running the server
PowerSearch is run via the FastMCP CLI. See configuration.md for details on the available deployment settings.
- STDIO (default):
fastmcp run fastmcp.json --skip-env --project .- best for Claude Desktop and Inspector. - Streamable HTTP example:
fastmcp run fastmcp-http.json --skip-env --project .- binds to0.0.0.0:8092/mcpwith CORS enabled. - Override deployment settings at launch with flags (for example
--transport stdio,--host 0.0.0.0,--port 8912,--path /custom). CLI flags override thedeploymentblock in the chosen config.
Both configs bake in the runtime dependencies to make first-time installs predictable; uv will reuse the local project via --project . and editable so local edits take effect. The HTTP app still exposes a /health endpoint and honors all POWERSEARCH_ environment variables for search behavior.
To run SearXNG locally in the background via Docker:
docker run -d \
--name searxng-local \
--pull=always \
--restart unless-stopped \
-p 127.0.0.1:9876:8080 \
--tmpfs /etc/searxng:rw,noexec,nosuid,size=16m \
--tmpfs /tmp:rw,noexec,nosuid,size=512m \
--cap-drop=ALL \
--security-opt=no-new-privileges:true \
--health-cmd='python3 -c "import urllib.request; urllib.request.urlopen(\"http://127.0.0.1:8080/\", timeout=3).read(1)"' \
--health-interval=10s \
--health-timeout=3s \
--health-retries=10 \
--health-start-period=15s \
--env SEARXNG_SETTINGS_PATH=/settings.yml \
--volume "$(pwd)/searxng.yaml:/settings.yml:ro" \
searxng/searxng
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