MCP servers

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa price-history.

Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops

Local memory server for AI agents: hybrid search, a fact graph and a hash-chained audit log.

MCP planning server for AI agents — plan management, full-text search, and task lifecycle

List, search, and inspect Ply Angular + Tailwind copy-in components.

Local-first MCP server for versioning, searching, evaluating, and improving AI prompts.

Web-app QA for AI agents: 73 Playwright tools — auth, E2E, a11y/SEO/GEO, Web Vitals + Lighthouse

Local search over your code and documents for AI agents.

Unofficial Proton Mail MCP — send, read, search & organize email over SMTP and IMAP

A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.

Search your team's shared AI-skill library, get install commands, and save skills from your agent.

landmine

landmine

Known open GitHub issues in exact npm and PyPI versions, with workarounds, for coding agents.

Gondola Award Travel Search

gondola

Compare cash vs points on hotels, flights, and cars. Checkout supported hotels and rental cars.

A MCP server for Gmail that lets you search, read, and draft emails and replies.

A MCP server for Outlook email that lets you search, read, and draft emails and replies.

Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.

Web Validator by DigestSEO

AKzar1el

Audit public webpages and supplied markup for HTML, CSS, SEO, JSON-LD, and link issues.

amCharts 5

amcharts

On-demand access to amCharts 5 docs, code examples, and API reference

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

Search MXIK (IKPU) product codes of Uzbekistan on tasnif.soliq.uz. Unofficial.

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

Researched knowledge for AI agents. Canonical answers from official sources.

Hamster

gethamster

Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.

Java decompiler MCP server. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode.

AI-native Microsoft Teams integration — read chats, send messages, search people

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase

Official PDF.co MCP server: convert, merge, split, OCR, search and fill PDFs through the PDF.co API

Real Google Search for AI agents: real URLs, AI Overview and People also ask as typed JSON.

Local speaker-attributed transcription and meeting search for Apple Silicon. Audio stays on the Mac.

Persistent memory for AI tools. Local-first knowledge graph with hybrid search.

Read-only codal.ir: search disclosures of Iranian listed companies, read letters and statements.

Temporal search and comparison for official Luxembourg and reviewed EU law, with provenance.

Search, analyze, organize, and safely modify TIDAL through 122 typed MCP tools.

High-performance knowledge graph MCP server for AI coding agents with semantic search.

Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells

Search US and Indian statutes, regulations, constitutions, and court rules.

MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.