Best Map AI Skills & MCP Servers

Bounded conventions map and local-pattern discovery for AI coding agents. Local-first MCP server with AST-backed hybrid search.

Email MCP server with IMAP + SMTP support

Comprehensive HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader-mode, metadata / link / sitemap / RSS-Atom extraction, robots.txt verdicts

Time Estimation MCP Server — 24 structured tools for PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, schedule risk, and model comparison. Self-improving engine with estimation feedback loop. MCP + CLI + REST API.

Multi-language code graph memory system for LLMs

MCP server for Claude Code that provides email capabilities through IMAP/SMTP. Read, search, compose, and manage emails from any IMAP provider.

Zero-config codebase context for AI agents. One command generates a ~250-token navigation map and auto-configures Claude Code, Cursor, and Aider.

Orchestray plugin: scrape API documentation into a portable mapping file, then generate language-specific client modules.

A stdio MCP server for Google address validation and nearby business lookup

VibeSEO — Auditoria de SEO para quem cria com IA. Meta tags, sitemap, Open Graph e visibilidade no Google.

MCP Server for Microsoft Clarity based on data export API

MCP server providing financial market data from finmap.org

MCP server that bridges Claude Code, OpenCode, GitHub Copilot CLI and other MCP clients to a Chrome tab. Per-tool permissions, multi-agent mode (multiple MCP clients sharing one bridge), persistent UI map across sessions.

IMAP/SMTP MCP server for listing, reading, searching and sending email

Pack files into a compressed context bundle — reduce token usage by extracting only signatures, maps, or full content.

MCP server for IMAP/SMTP email access with environment-based configuration

File access heatmap — track read/write patterns, detect hot and cold files.

Local-first persistent codebase memory for MCP-enabled coding agents.

MCP server for XMind

Stateless REST facade for IMAP, designed as a third-party addon for mailcow-dockerized. Optional Mistral OCR for attachments.

Unified MCP server for seven medical terminologies (ICD-11, SNOMED CT, LOINC, RxNorm, MeSH, ATC, CID-10) with authoritative WHO ICD-10→ICD-11 mapping. 37 tools, hosted endpoint available, MIT.

Atomic Mail MCP server — local stdio proxy with PoW auth and JMAP, for AI agents.

MCP server for generating game assets using AI (images, sprites, weapons, backgrounds, logos, thumbnails, music). gpt-image-2 pipeline, cost/latency telemetry, stateful HTTP sessions, Phaser layer mapping, quality review.

Mapbox MCP server.