Free token-efficient search using Parallel
Listed on
- ChatGPT
- Claude
- Official MCP Registry
- GitHub MCP Registry
- Smithery
- Glamavia MCP Toplist
- mcp.sovia MCP Toplist
First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
7
Directories
2 via MCP Toplist
2
Tools
From an anonymous probe
F
ToolBench grade
Arcade’s grade, not ours
20
GitHub stars
From MCP Toplist
Tools
| Tool | Description | Behaviour |
|---|---|---|
| web_fetch | Purpose: Fetch and extract relevant content from specific web URLs. Use only when web_search excerpts are insufficient for the task at hand. Ideal Use Cases: - The user asked about a specific URL or page - You need exact wording or quotes that excerpts may have truncated - You need full-page analysis (long article, document, or page structure) - web_search excerpts are conflicting or clearly insufficient to answer For multiple independent extraction objectives, make separate web_fetch calls concurrently. Put related URLs that share one objective in a single call. | Read-only |
| web_search | Purpose: Perform web searches and return LLM-friendly results, including excerpts that are usually sufficient to answer directly without a follow-up fetch. Ideal Use Cases: - Answering questions that require fresh or current information - Research, comparison, documentation, and troubleshooting questions - Broad tasks where multiple `search_queries` can be issued in a single call For multiple independent objectives, make one web_search call per objective concurrently. Put related query variations for the same objective in a single call's search_queries list. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| ChatGPT | Parallel Search | community | 2 Oct 2026 |
| Claude | Parallel Search | partner | 2 Oct 2026 |
| Official MCP Registry | Parallel Search MCP | - | 2 Oct 2026 |
| GitHub MCP Registry | Parallel Search MCP | - | 2 Oct 2026 |
| Smithery | Parallel Web Search | verified | 2 Oct 2026 |
| Glama | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||
| mcp.so | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||