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Fetch current library documentation and examples directly into coding agents.

Expose browser automation primitives through MCP for web navigation and testing.

Expose selected local directories to agents for read and write file workflows.

Skill profile for reviewing pull requests with correctness, risk, and test coverage rubrics.

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.

Summarize public repository structure without requiring private tokens or write access.

Parse MCP server metadata, tools, prompts, and resources into a normalized interface report.

Skill profile for auditing MCP and agent projects for tokens, scripts, network, and file access.

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.

Skill profile for extracting structured tables and facts from PDF and office documents.

MCP profile for read-only local file access in constrained project directories.

Skill profile for source-grounded research briefs with claims, citations, and gaps.

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.

Agent template for checking UI implementation against screenshots, spacing, and copy fidelity.

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.

Classify pull requests by blast radius, missing tests, security exposure, and migration risk.

Extract colors, typography, spacing, and components from design references into implementation notes.

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.

Compare rendered UI screenshots against expected layout, copy, and responsive behavior.

ECC is an MCP server for coding, research and security workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

ruflo is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

Agent-Reach is an MCP server for coding, research and browser workflows on 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.

context-mode is an MCP server for coding workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

graphify is an MCP server for coding, research and data 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.

Scrapling is an MCP server for browser and data workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

headroom is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

TrendRadar is an MCP server for data workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

CowAgent is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

agents is an MCP server for coding workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

Anthropic-Cybersecurity-Skills is an MCP server for coding and security workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

n8n-mcp is an MCP server for coding 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.

ai-berkshire is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

nanobot is an MCP server for browser 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.

OmniRoute is an MCP server for coding workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

gpt-researcher is an MCP server for coding, research and browser workflows on 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.

code-review-graph is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

MaxKB is an MCP server for research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

cc-haha is an MCP server for coding 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.

cc-switch is an MCP server for coding and browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

JeecgBoot is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.

codebase-memory-mcp is an MCP server for coding, research and data workflows on 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.

Analyze spreadsheets, verify formulas, and summarize data quality issues.

Turn outlines and source material into structured presentation drafts.

Draft and classify support replies while respecting policy and escalation rules.

Search local notes, summarize clusters, and identify source-backed follow-ups.

Fill controlled browser forms, validate DOM state, and report completion evidence.

Compare multiple projects or sources and produce a grounded decision matrix.

Profile CSV-like inputs, clean obvious issues, and produce a validation report.

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.

Extract obligations, risky clauses, dates, and unresolved questions from legal documents.

Plan and execute documentation migrations with broken-link and heading consistency checks.

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.

Explain SQL schemas, draft queries, and mark destructive operations for review.