Parallel Search MCP and Dome
Agents describe what they want in plain language. Read it first.
Parallel's Search MCP takes a natural-language objective and keyword queries, and fetches pages by URL. An objective often says more about your plans than any keyword. Behind Dome, a rule reads each objective before it leaves and a guard reads each keyword query.
How Dome helps
Dome provides a governed gateway for Parallel
Objectives read before they leave
An objective is a sentence about what the agent wants. A rule refuses one that names an internal project, searching or fetching.
Keyword lists guarded
Keyword queries arrive as a list. The guard reads every item, and a customer's email in one blocks the whole call.
Two tools, one key
Parallel's server has web_search and web_fetch. Dome holds the key for both, and each agent signs in to the Gateway with its own.
Get started
Parallel behind the Gateway in four steps
Add the Search MCP server, sync both tools, guard the keyword lists, then deploy the objective rule.
01
Add the Parallel Search MCP server
Dome stores the Parallel API key and sends it as a Bearer token on every call.
$ dome tools add --name parallel \--url https://search.parallel.ai/mcp \--auth-method api-key \--credential-type shared \--authorization "Bearer $PARALLEL_API_KEY" \--gateway prod-gateway02
Sync the catalog
Sync needs a valid key, and Parallel refuses an invalid one. Without a sync, the Gateway has no Parallel tools to offer.
$ dome tools catalog sync parallel03
Block personal data in arguments
A JSON filter on the request direction scans every argument. A match blocks the call before it reaches Parallel.
$ cat > query-leak.json <<'EOF'$ {"json":{"components":[{"fieldActions":[{"matcher":{"contentMatchers":[{"ssn":{}},{"creditCard":{"requireLuhn":true}},{"email":{}}]},"action":"FILTER_ACTION_BLOCK"}]}]}}$ EOF$ dome guards filters create query-leak --config-from query-leak.json$ dome tools guards filters set parallel --direction request --filters query-leak04
Apply the rules
The rule is scoped to deal-scout. Simulate an objective that names the codename, then deploy.
$ dome rules apply parallel-objectives.cedar --agent deal-scout --name parallel-objectives
Commands and rules tested against a Dome workspace on October 1, 2026. For anything about Parallel itself, see Parallel Web Systems's documentation.
Rules
Search and fetch, never the codename
The permit opens both Parallel tools. The forbid refuses any call whose objective names Project Halcyon. Keyword queries arrive as a list, so the guard covers those.
permit (principal, action == Dome::Action::"mcp:call", resource is Dome::MCPTool)when { resource.connection_name == "parallel" && ["web_search", "web_fetch"].contains(resource.tool_name)}; forbid (principal, action == Dome::Action::"mcp:call", resource is Dome::MCPTool)when { resource.connection_name == "parallel" && resource has arguments && resource.arguments has objective && resource.arguments.objective like "*Halcyon*"};Try it
One call, two outcomes
Switch the caller or the argument and watch the same call decide differently. Every decision lands in audit.
Objective
- Agentdeal-scout is registered and active
- Callerm.chen verified through Okta
- RuleThe objective names no internal project
Example agents
Three agents on Parallel
Each one tells Parallel what it's looking for. None of them tells it what the company is planning.
sourcing-agent
Find new suppliers
Searches for suppliers that meet a spec and reads their product pages for procurement.
- parallel/web_search
- parallel/web_fetch
support-researcher
Research a support case
Searches vendor docs and forums for a known error. A customer's email in a query blocks the call.
- parallel/web_search
- parallel/web_fetch
deal-scout
Scout acquisition targets
Describes the kind of company a deal needs in plain language. An objective that names the deal itself is refused.
- parallel/web_search
Agent workflow
Bringing it together
Connecting Parallel to registered agents, models, and identity in Dome completes a governed agent application.
Acting for
Control point
Gateway
- Rules
- Guards
- Quotas
Every call decided and audited
Tools
Agent service
Parallel
This page
FAQ
Common questions
Does Parallel have an MCP server?
Yes. Parallel hosts a Search MCP server at search.parallel.ai/mcp with two tools, web_search and web_fetch.
Can Dome read a natural-language objective?
Yes. The objective is an argument like any other. Rules match it with like patterns, and a match refuses the call before Parallel sees it.
Does the guard cover keyword lists?
Yes. The JSON filter reads every element of the queries list. One Social Security number, card number or email address in any of them blocks the call.
Explore
More of what Dome works with
Model
Claude Fable
Fable 5.1 from Anthropic and Amazon Bedrock in one failover pool, open to one group and capped by quota.
Read moreProvider
Anthropic
The Claude API behind the Model Broker: the key held in Dome, every call authorized, metered and audited.
Read moreMCP server
GitHub
The GitHub MCP server behind the Tool Gateway, with rules that decide each call on its owner and repository.
Read moreIdentity
Microsoft Entra ID
Entra access tokens verified on every agent call, so rules read app roles and audit names the person.
Read moreRuntime
LangGraph
LangGraph agents with their model calls on the Model Broker and their MCP tools on the Tool Gateway.
Read moreClient
Claude Code
Claude Code on a Dome Gateway with per-developer sign-in, rules on every tool call, and audit by name.
Read moreNext steps
Talk with our FDE team
Our forward deployed engineers work with your platform team to get your agents into production and under control: the first one governed on your own systems, and a pattern your teams can repeat for every agent after it.
No card required to start. Register your first agent in minutes.
Agent services: web, research, payments, voice and sandboxes
Web actions, research, payments, phone calls and code execution are where agents reach past your walls. Put each service behind the Gateway, and every call is authorized, metered and audited.
See them all