[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_116":117},"routes/modules.$creator.$moduleId",{"_14":15,"_16":17,"_18":19,"_20":21},"routes/modules.$creator.$moduleId.endpoints",{"_11":12,"_13":-5},"error","Module not found","tools","module",{"_20":22,"_23":24,"_25":26,"_27":28,"_29":30,"_31":32,"_33":34,"_35":26,"_36":37,"_38":-5,"_39":-5,"_40":41,"_42":43,"_44":45,"_46":47,"_48":49,"_50":51,"_52":53,"_54":55,"_56":-5,"_57":49,"_58":59,"_60":61,"_62":63,"_64":65,"_66":67,"_68":49,"_69":70,"_71":72,"_73":74,"_75":76,"_77":78,"_79":-5,"_80":-5,"_81":-5,"_82":49,"_83":-5,"_84":85,"_86":87,"_88":89,"_90":91,"_92":93,"_94":95},"apiUrl","https://odel.app/api","creator","project-b-26","moduleId","groundroute-mcp","@project-b-26/groundroute-mcp","displayName","groundroute mcp","tagline","Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.","iconKey","https://avatars.githubusercontent.com/u/274321998?v=4","category","remote","status","published","visibility","public","metaDescription","deploymentType","external","workerName","bindingName","mcpConfig","{\"url\":\"https://api.groundroute.ai/mcp\",\"transport\":\"streamable-http\",\"authType\":\"none\"}","pricingModel","free","creatorUserId","system:external-import","createdAt",1781499297000,"updatedAt",1788754860000,"sourceRegistry","official-mcp-registry","sourceUrl","https://registry.modelcontextprotocol.io/v0/servers?search=ai.groundroute%2Fweb-search","sourceVerified",false,"sourceMissingSince","importedAt","upstreamStars",1,"upstreamUpdatedAt",1781852913000,"detectedTransport","streamable-http","detectedAuthType","bearer","probeStatus","ok","lastProbedAt","githubRepoUrl","https://github.com/PROJECT-B-26/groundroute-mcp","githubRepoFullName","PROJECT-B-26/groundroute-mcp","releaseId","ext-project-b-26-groundroute-mcp","version","0.1.0","descriptionMarkdown","

\n \n $\"GroundRoute,$ \n \n

\n\n

\n $\"Glama$ \n $\"License:$ \n $\"Python$ \n $\"MCP$ \n $\"Smithery\"/$ \n

\n\n> Give your AI agent **web search across 6 engines** through **one** MCP `search` tool. Hosted. Routed. Cached.\n\n## Why GroundRoute\n\n- **One tool, six engines.** Serper, Brave, Exa, Tavily, Firecrawl, Perplexity, behind a single `search` call. Stop wiring up six APIs, six SDKs, six billing portals.\n- **Never more than going direct.** Gain-share pricing: you keep ~half of every cache saving, GroundRoute keeps ~half. On a miss, you just pay the engine. BYOK supported.\n- **Routing, caching, failover, on by default.** Each query goes to the cheapest engine that clears a quality bar. Repeats serve from cache. If an engine degrades, we fall back automatically. No agent code changes.\n\n## See it work (5 seconds)\n\nA call to the `search` tool:\n```json\n{\n \"name\": \"search\",\n \"arguments\": { \"query\": \"what is RAGflow\", \"max_results\": 3 }\n}\n```\n\nThe response (trimmed):\n```json\n{\n \"results\": [\n {\n \"url\": \"https://ragflow.io/docs/\",\n \"title\": \"Quickstart - RAGFlow\",\n \"snippet\": \"RAGFlow is an open-source RAG engine based on deep document understanding...\",\n \"source_engine\": \"serper\"\n },\n {\n \"url\": \"https://github.com/infiniflow/ragflow\",\n \"title\": \"RAGFlow is a leading open-source Retrieval-Augmented Generation engine\",\n \"snippet\": \"RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine...\",\n \"source_engine\": \"serper\"\n }\n ],\n \"meta\": {\n \"request_id\": \"req_abc123\",\n \"cache_tier\": \"miss\",\n \"degraded\": false,\n \"cost_usd\": 0.0021\n }\n}\n```\n\n`source_engine` tells you which engine answered. `meta` exposes the cache tier and billed cost per call.\n\n## Benchmarked, not just shipped\n\nWe ran **170 real agent queries across all 6 engines**, judged by an LLM, to map cost vs. quality per query class. Full methodology and per-engine results: [State of AI Search](https://groundroute.ai/state-of-ai-search).\n\n---\n\n## Install\n\nThe hosted endpoint is `https://api.groundroute.ai/mcp` (streamable-HTTP). Get an API key at [groundroute.ai/keys](https://groundroute.ai/keys).\n\n**Claude Desktop / Claude Code**, add to your MCP config:\n```json\n{\n \"mcpServers\": {\n \"groundroute\": {\n \"type\": \"http\",\n \"url\": \"https://api.groundroute.ai/mcp\",\n \"headers\": { \"Authorization\": \"Bearer gr_YOUR_KEY\" }\n }\n }\n}\n```\n\n**Cursor**, `~/.cursor/mcp.json`:\n```json\n{ \"mcpServers\": { \"groundroute\": { \"url\": \"https://api.groundroute.ai/mcp\",\n \"headers\": { \"Authorization\": \"Bearer gr_YOUR_KEY\" } } } }\n```\n\n**VS Code** (native MCP / Continue), `.vscode/mcp.json`:\n```json\n{ \"servers\": { \"groundroute\": { \"type\": \"http\", \"url\": \"https://api.groundroute.ai/mcp\",\n \"headers\": { \"Authorization\": \"Bearer gr_YOUR_KEY\" } } } }\n```\n\n**Local / stdio-only clients**, bridge stdio to HTTP with `mcp-remote`:\n```json\n{ \"mcpServers\": { \"groundroute\": {\n \"command\": \"npx\",\n \"args\": [\"-y\", \"mcp-remote\", \"https://api.groundroute.ai/mcp\", \"--header\", \"Authorization:Bearer gr_YOUR_KEY\"]\n} } }\n```\n\n## Run this repo's stdio server (optional)\n\nThis repo also ships a small native **stdio** MCP server (`server.py`) that forwards to the hosted API, useful for stdio-only clients or containerized runs.\n\n```bash\npip install -r requirements.txt\nGROUNDROUTE_API_KEY=gr_YOUR_KEY python server.py\n```\n\nOr with Docker:\n\n```bash\ndocker build -t groundroute-mcp .\ndocker run -i -e GROUNDROUTE_API_KEY=gr_YOUR_KEY groundroute-mcp\n```\n\nIntrospection (tool discovery) works with no key; running a search requires `GROUNDROUTE_API_KEY` (get one at https://groundroute.ai/keys).\n\n## The `search` tool\n| Param | Type | Notes |\n|---|---|---|\n| `query` | string | required |\n| `mode` | enum | `auto` (default), `web`, `news`, `academic`, `answer`, `page` |\n| `max_results` | integer | default 10, max 50 |\n| `freshness` | enum | `fresh`, `semi`, `static`; omit to auto-detect |\n| `domains` | string[] | include-only domain filter, e.g. `[\"arxiv.org\"]` |\n| `lang` | string | ISO 639-1 language code, e.g. `en` |\n| `country` | string | ISO 3166-1 alpha-2 country code, e.g. `us` |\n\nReturns a **structured result**: ranked `results` (url / title / snippet / content / source_engine / published_at), an optional synthesized `answer` with `citations` (answer mode), and `meta` (request_id / cache_tier / degraded / cost_usd). Routed, cached, and reliable.\n\n## How it works\nOne endpoint in front of many search engines, with price-led routing, caching, failover, and usage governance. See the [docs](https://groundroute.ai/docs/mcp-server) and the [State of AI Search benchmark](https://groundroute.ai/state-of-ai-search) (170 real agent queries across all 6 engines).\n\n## Links\n- Homepage: https://groundroute.ai\n- Get a key: https://groundroute.ai/keys\n- Playground (try without installing): https://groundroute.ai/playground\n- Docs: https://groundroute.ai/docs/mcp-server\n\n`registry-manifest.json` in this repo is the listing manifest for MCP registries.\n","changelogMarkdown","videoKey","requiredSecretsJson","publishedAt","priceCents","trialDays",0,"upstream",{"_102":103,"_104":105,"_106":107,"_108":109,"_110":111,"_112":113},"requiredSecrets",[],"tags",[98,99,100,101],"assets",[],"stats",{"_96":85,"_97":85},"ratingAvg","reviewCount","ai-agents","rag","search-api","web-search","topics",[98,114,115,99,100,101],"license","MIT","language","Python","registryName","ai.groundroute/web-search","homepage","https://groundroute.ai/mcp","packages",[],"mcp","model-context-protocol","ENV",{"_118":119,"_120":121,"_122":123},"ENVIRONMENT","production","TURNSTILE_SITE_KEY","0x4AAAAAAB8-rEI2gNDf_QhU","SENTRY_DSN","https://45fd1229f78089d5c3ee78be128030e1@o4510583261757440.ingest.de.sentry.io/4510584253448272"]