The request names "dmap-ai", which does not appear in any of the candidate sources, so I cannot confirm what it is or whether it has an MCP server. The closest candidates are general MCP-building tools and servers: GitHub offers MCP-related skills and SDKs 1, AgentFront provides an MCP server framework for TypeScript 10, and Trends MCP and state-memory-mcp are MCP servers for trend data and agent state 35.
A question back: Which product or organization is dmap-ai, and what should the MCP server do (for example, what data or task)?
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GitHubgithub.comverified and signed
Offers the @github/mcp-registry MCP server and SDKs, plus skills such as python-mcp-server-generator for creating new MCP servers 1.
official:MCP server · @github/mcp-registrySDK · @github/copilot-sdklibrary · CodeQL: StubCLI · specifyrepository · copilot-engine-sdk+2,577 community tools built for it
for agents: python-mcp-server-generator · java-mcp-server-generator · mcp-configure
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Trends MCPtrendsmcp.aifound in code, not yet checked
Is an MCP server and API that exposes live trend data across Google, YouTube, TikTok, Reddit and other sources to AI assistants 3.
official:MCP server · Competitor Tracking Trends MCPMCP server · Google Trends MCPMCP server · News Sentiment Trends MCPMCP server · Reddit Trends MCP
for agents: get_time_series · get_time_series · get_time_series
Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 3Trends MCP | MCP Server & API for AI Assistants & Agentstrendsmcp.ai · read 2026-10-29
- 5state-memory-mcp — Persistent Workflow State Memory MCP Serverputervision.github.io · read 2026-10-29
- 10AgentFront - Secure AI Agent Infrastructureagentfront.dev · read 2026-10-29
For agents: the 10 actions behind this answer
python-mcp-server-generator · python-mcp-server-generator verified and signed
Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or a database to AI clients as MCP tools. The skill makes a uv project with the MCP Python SDK v2 (MCPServer), typed tools, in-memory tests, and client co
cherry-mcp · cherry-mcp verified and signed
HTTP bridge that keeps MCP servers alive and exposes them via REST. Built for OpenClaw agents that need MCP tools without native MCP support.
get_time_series · news-sentiment-mcp found in code, not yet checked
Full historical series for one keyword and one source (0-100
· trace-mcp website read, tools not yet checked
72.7% fewer input tokens to review a pull request — median over 60 merged pull requests in open-source repos we don't own. trace-mcp is a code graph MCP server: it indexes your codebase once so AI agents stop re-reading the same files. Open source, local-first, MCP-native.
· state-memory-mcp website read, tools not yet checked
Zero-infrastructure, deterministic Model Context Protocol (MCP) server providing AI coding agents with a structured, persistent SQLite state graph for tracking tasks, decisions, and blockers.
· Db2i-mcp website read, tools not yet checked
An open-source MCP server that lets Claude, Cursor and other AI assistants read IBM Db2 for i. Read-only by design, with a library allowlist, masking, OAuth sign-in and an audit log.
· Fathom AI MCP Server website read, tools not yet checked
Open source remote MCP server connecting Claude and AI assistants to Fathom meetings, transcripts, and summaries. Model Context Protocol integration for AI agents.
· UE-MCP website read, tools not yet checked
MCP server that connects AI assistants directly to the Unreal Editor. 1100+ actions of its own across 26 tool categories, plus all 830 native Unreal 5.8 tools wrapped in-process, 1930 in total. A YAML flow engine and an npm plugin ecosystem on top.
scan_mcp_server · Compuute MCP Security Scanner verified and signed
Scan a public GitHub MCP-server repository for security issues. Clones the repo (shallow, <60s, <200 MB), runs compuute-scan v0.6.2 in static analysis mode (no code execution from the target), and returns a structured report with severity counts, a 0-100 score, and the 10 most sever
AgentFront · AgentFront verified and signed
Use when building MCP (Model Context Protocol) servers with
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.