Parallel MCP server
Web research APIs for AI: search, extract, multi-hop research tasks, entity discovery (FindAll), and web monitoring.
Parallel is not a separate install. One Activepieces MCP server exposes it alongside 760+ other apps, behind a single URL.
- Tools
- 9
- Works with
- Any MCP client
- Auth
- API key
- License
- MIT, open source
- Updated
- September 2026
About the Parallel MCP server
Connect Parallel once in Activepieces and every action it ships becomes a tool your assistant can call, behind the same server URL as the rest of your apps. Your agent reaches Parallel and 760+ other apps over a single connection, on our cloud or a self-hosted install.
Tools
Parallel tools your AI can run
Once connected, your assistant can call any of these Parallel actions by asking in plain language.
Search the Web
Search the web with natural-language objectives. Returns LLM-optimized excerpts with citations.
7 fields
Extract Web Content
Extract clean, citation-aware content from specific web URLs. Up to 20 URLs per request.
6 fields
Create Task Run
Initiate a Parallel research task. Returns immediately with a queued run; use Get Task Run Result to wait for completion.
8 fields
Get Task Run Status
Retrieve the current status of a task run by its ID.
1 field
Get Task Run Result
Retrieve a task run result by run ID. Blocks until the run completes (or until the timeout is reached).
2 fields
Create FindAll Run
Discover and verify entities matching plain-language criteria. Match conditions can be supplied directly or auto-generated from the objective.
6 fields
Get FindAll Result
Return the current snapshot of matched candidates for a FindAll run, including any enrichment fields.
1 field
Chat Completion
Get a chat completion using a Parallel processor. OpenAI-compatible interface; processor names like 'speed', 'base', 'core', 'pro', 'ultra' map to Parallel tiers.
6 fields
Custom API Call
Make a custom API call to a specific endpoint
10 fields
Give your assistant Parallel
Connect Parallel once and every tool above is callable from Claude, Cursor or any MCP client, behind the same server URL as 760+ other apps. Free to start.
Parallel MCP, answered.
No. That is the point of it. One Activepieces server exposes Parallel alongside every other piece you connect, so your client keeps a single connection.
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