ToolRoute — The Routing Engine
for AI Tools
Agents query ToolRoute to decide which MCP server will actually work best for a task. Powered by real execution benchmarks, outcome scoring, and agent telemetry.
Start Routing in 30 Seconds
from toolroute import route skill = route( task="research competitors", priority="best_value" ) print(skill) # → { recommended: "firecrawl-mcp", confidence: 0.82 }
Context7
Official MCP ServerActivePulls current, version-specific docs and examples directly into coding agents — fixes stale documentation.
Playwright MCP
Official MCP ServerActiveBrowser automation through structured accessibility snapshots for LLMs — navigate, click, fill, and extract.
GitHub MCP Server
Official MCP ServerActiveRead repos, manage PRs and issues, analyze workflows, and automate GitHub operations.
Brave Search MCP
Official MCP ServerActiveBrave web search API integration — privacy-focused web and local search for agents.
Stripe MCP Server
Official MCP ServerActiveManage Stripe payments, subscriptions, invoices, and customer billing operations.
AWS MCP
Official MCP ServerActiveAWS best-practice-aware MCP servers for cloud infrastructure and development workflows.
GenAI Toolbox
Official MCP ServerActiveDatabase-focused MCP supporting BigQuery, Neo4j, Postgres, and Spanner — Google-scale data access.
Firecrawl MCP
Official MCP ServerActiveWeb scraping, crawling, discovery, and deep research — the core web intelligence skill.
Figma Context MCP
CommunityGives coding agents access to Figma files and layout data for accurate code generation.
Cloudflare MCP
Official MCP ServerActiveCloudflare Workers, DNS, R2, KV, and D1 management from any agent environment.
Puppeteer MCP
Official MCP ServerActivePuppeteer-based browser automation — screenshots, navigation, form filling, and JS execution.
Neon MCP
Official MCP ServerActiveServerless Postgres management — create databases, run queries, branch, and scale.
GitLab MCP
Official MCP ServerActiveGitLab API access — manage repos, merge requests, pipelines, and issues.
Exa MCP Server
Official MCP ServerActiveExa AI search and crawling for real-time web information — fast and cost-efficient.
Slack MCP Server
CommunityActiveRead and send Slack messages, manage channels, search conversations, and automate workflows.
Tavily MCP
Official MCP ServerActiveAI-optimized research search with built-in answer extraction and source ranking.
Notion MCP Server
Official MCP ServerOfficial Notion API MCP server — read and write your Notion workspace from any agent.
Atlassian MCP
CommunityMCP server for Jira and Confluence — manage tickets, pages, and team workflows.
Terraform MCP
Official MCP ServerActiveInfrastructure as Code — plan, apply, and manage Terraform state and modules.
Supabase MCP
CommunityActiveSupabase database and storage access — run queries, manage tables, and interact with auth.
Perplexity MCP Server
Official MCP ServerActiveQuery Perplexity AI for real-time research with cited sources and reasoning.
Obsidian MCP
CommunityActiveObsidian vault access — read, create, and search notes with backlink support.
Shopify MCP Server
CommunityActiveManage Shopify stores — products, orders, inventory, and customer data.
Browserbase MCP
Official MCP ServerActiveCloud browser infrastructure for headless automation, stealth browsing, and session replay.
Sentry MCP
Official MCP ServerActiveError tracking and performance monitoring — query issues, stack traces, and alerts.
Mem0 MCP
Official MCP ServerActiveAI memory and personalization layer — store, retrieve, and search agent memories.
Sanity MCP
Official MCP ServerActiveSanity.io headless CMS — GROQ queries, document CRUD, asset management.
Snyk MCP Server
CommunityVulnerability scanning for code, containers, and infrastructure. Dependency risk analysis.
Google Calendar MCP
CommunityActiveManage Google Calendar — create events, check availability, and schedule meetings.
ClickHouse MCP
Official MCP ServerActiveAnalytics database queries — fast OLAP over billions of rows with SQL.