Model Context Protocol servers that extend AI capabilities
[](https://glama.ai/mcp/servers/h-kazuki-pixel/layout-doctor-mcp) π π π πͺ π§ - Renders HTML in a headless browser and detects layout defects numerically (text overlap, element overflow, placeholder leftovers) without requiring baseline images. Read-only, no API key required.
...more[](https://glama.ai/mcp/servers/fish827-08/rag-kb) π π πͺ - Local-first agent memory & knowledge service with hybrid retrieval (BGE-M3 dense vectors + BM25 via jieba, fused with RRF), document & webpage ingestion, and optional RAG answering via local Ollama. Single process, embedded ChromaDB, REST + native MCP server; fully functional offline without any LLM. Apache-2.0.
...morentnyq
Deterministic WebMCP tool testing for Vitest, Jest and Mocha
ihopefulChina
Cross-platform stdio bridge and one-command installer for the Larto MCP server (Feishu/Lark H5 simulator).
ntnyq
Conservative ESLint rules for versioned browser WebMCP APIs
moneytool
One AI context, every agent. Symlink-first, always-on sync of instructions, rules, skills, agents, commands and MCP config across every AI coding tool.
...moreSend email and newsletters with Mailtea over MCP, plus skills for email and website design.
Curated gateway to snapshot-versioned Canadian public data services with source provenance.
KDE Plasma 6 Wayland GUI automation for AI agents: 30 tools (EIS input, screenshots, AT-SPI2).
Synthetic checks, nightly regression replay and model-drift alerts for AI agents
Security scanner for n8n workflows: 18 rules, OWASP Agentic mapped. Free MCP, paid x402 API.
x402 micropayments MCP: Xiaohongshu notes and paid APIs settled in USDC on Base.
Modern, stateless JMAP email client and Model Context Protocol (MCP) server for AI agents.
Apheironn
Provenance-aware span recall: a zero-setup context-broker MCP for coding and document agents.
[](https://glama.ai/mcp/servers/20000419/fauxnix) π π πͺ - bash for AI agents on Windows via deterministic bashβPowerShell translation β no WSL, VM, or bash toolchain. MCP `bash` tool with GNU-style output, bash-style errors, coreutils exit codes, session-persisted cwd/env across calls, and per-file UTF-8/GBK sniffing (GBK files grep correctly, unlike Git Bash). Unsupported bash constructs fail loudly
...more[](https://glama.ai/mcp/servers/@citlyze/citlyze-mcp) ποΈ βοΈ - Track how your brand shows up in AI search with [Citlyze](https://www.citlyze.com): visibility scores, tracked prompts, citations, competitor comparison, recommendations, and AI crawler analytics across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Read-only hosted endpoint at `app.citlyze.com/api/mcp`.
...more[](https://glama.ai/mcp/servers/moiosintel/kd-scout) π π - Zero-dependency MCP server for keyword research arithmetic: difficulty estimation, opportunity scoring, and structured content briefs. Install: `pip install kd-scout`.
...more[](https://glama.ai/mcp/servers/zaialamm/citable-mcp) ποΈ π βοΈ - SEO and AI-visibility checks an agent pays for per call, with no account: keyword research, on-page audits, AI-citation checks across ChatGPT, Claude, Gemini and Perplexity, plus rank, SERP, domain and backlink data. 17 endpoints at $0.005β0.30 each, settled in USDC on Solana over [x402](https://x402.org); a failed call is never c
...morehuawang
MCP server for HET API Management Platform - ιθΏ AI θͺε¨εζ₯代η εζ΄ε°ζ₯ε£ζζ‘£