Expose browser automation primitives through MCP for web navigation and testing.
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Filter by platform, task scenario, risk, and verification level. Recommendation scores combine benchmark evidence with practical adoption fit.
Expose selected local directories to agents for read and write file workflows.
Run browser automation in hosted Browserbase sessions for agents that need web actions.
A structured starting point for tool-using agents built with OpenAI Agents SDK.
Parse MCP server metadata, tools, prompts, and resources into a normalized interface report.
Normalize an MCP server repo and flag risky permissions, scripts, and auth requirements.
Connect agents to GitHub repositories, issues, pull requests, and code search.
Sequential Thinking MCP Server is an MCP server for automation, research and coding workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
MCP profile for web search tools that return sources, snippets, and fetchable URLs.
Template for browser-operating agents that complete tasks through web UI actions.
Give agents controlled access to Supabase projects, schemas, SQL, and project metadata.
Let agents inspect and query PostgreSQL databases through a structured MCP interface.
Template for multi-agent conversations with explicit roles, tools, and termination rules.
Fetch MCP Server is an MCP server for research and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Check whether code changes need docs, changelog, migration notes, or release risk labels.
Build migration plans with dependency maps, risk levels, and validation steps.
Review agent traces for tool choice, wasted steps, unsafe actions, and recovery quality.
Convert ad hoc prompts into structured skill profiles with inputs, outputs, and safety notes.
Draft task-specific evaluation rubrics for agent traces, final outputs, and environment outcomes.
FastMCP Framework is a workflow template for coding and automation workflows on Claude, Claude Code, Codex, Cursor and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Graph-based research agent pattern for iterative search, synthesis, and review loops.
Multi-agent workflow pattern for role-based planning, execution, and review tasks.
MCP TypeScript Server Template is a workflow template for coding and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
FunASR is an MCP server for automation workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
worldmonitor is an MCP server for automation workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
nuclear is an MCP server for automation workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
LangChain Agent Template is an agent template for automation, research and coding workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Semantic Kernel Agent Template is an agent template for automation, coding and research workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
fastmcp is an MCP server for automation workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Mastra Agent Framework is an agent template for automation, research and data workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Google ADK Agent Template is an agent template for automation, research and coding workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Brave Search MCP Server is an MCP server for research and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Pydantic AI Agent Template is an agent template for automation, coding and data workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
mcp-use Agent Library is an agent template for automation and coding workflows on Claude, Claude Code, Codex and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
mcp-agent Framework is an agent template for automation, research and coding workflows on Claude, Claude Code, Codex and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
CAMEL Multi-Agent Framework is an agent template for automation and research workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Agent scaffold for sandboxed terminal tasks with command logs and end-state checks.
Exa MCP Server is an MCP server for research and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Sentry MCP Server is an MCP server for coding and automation workflows on Claude, Claude Code, Codex, Cursor and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Run product flows as a simulated user and report blockers, UX friction, and evidence.
Turn scattered docs and notes into deduplicated knowledge base entries with source links.
Grafana MCP Server is an MCP server for data and automation workflows on Claude, Claude Code, Codex, Cursor and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Draft and classify support replies while respecting policy and escalation rules.
Fill controlled browser forms, validate DOM state, and report completion evidence.
Compare multiple projects or sources and produce a grounded decision matrix.
Check outputs or support actions against a policy document and escalate uncertain cases.
Extract decisions, owners, due dates, and follow-ups from meeting notes.
Workflow for monitoring sources and producing a weekly synthesized research digest.
Generate Claude, Cursor, Cline, or Codex MCP configuration snippets from normalized server metadata.
Plan dependency upgrades, run checks, and explain compatibility risks.
Template for connecting documentation, API clients, and smoke tests into an integration task.
Generate release notes from commits, merged PRs, and issue references.
Workflow for classifying issues, identifying duplicates, and drafting maintainable responses.
Convert a small issue into a branch plan, implementation checklist, patch, and review summary.