MCP servers

Governance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.

Search and understand videos without embeddings: contact sheets plus Jev typed decisions.

Hands bounded coding work to cheaper worker agents: verified answers, exact diffs, cost receipts.

Flight and hotel search for the terminal, Python, and AI assistants.

Local semantic code search with Git history. Works offline, no API key needed.

Unofficial Continente.pt shopping: search products, read favorites and orders, manage the cart.

MCP server and CLI for Brave DevTools

Market Research Trends MCP

trendsmcp

See if a market is heating or cooling. Trend volume and growth signals. Free key at trendsmcp.ai

SEO Trends MCP

trendsmcp

Spot keyword demand rising or fading. Trend volume and growth signals. Free key at trendsmcp.ai

MCP server for Callimachus: local index and search of your AI coding-agent threads

Ask a local SQLite mirror of your Jira and Confluence: SQL, full-text search, issue detail.

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.

Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls.

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

UK Companies House public register: search companies, officers, ownership, filings and documents.

Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

The context platform for AI agents: code search, team decisions, and grounded project context.

ContextStream MCP Server

contextstreamio

ContextStream MCP server for code context, memory, search, and AI tools.

Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.

Search Google Flights through SerpApi: one-way and round-trip flights by IATA airport code.

Explore Carbon docs, components, tokens, icons, charts, and code examples.

Unofficial read-only Digikala: search products, compare sellers, price history, reviews, deals.

Swiss grocery search, promotions, and shopping plans across Migros, Coop, Aldi, Denner, Lidl.

Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

Query alive-analysis history from any AI client. Tools: list, get, search, dashboard export.

GEO Tracker by DigestSEO

AKzar1el

Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.

Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.

Serve a folder of Markdown notes as an MCP server: hybrid search, reading, and sourced answers.

AIRAS

airas-org

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

Search and read Rust documentation for the standard library and any crate on crates.io

Deterministic local project map, search and file reader for AI agents.

Generic markdown vault MCP with hybrid search

Unofficial read-only Snappfood & SnappMarket: search food and groceries, compare prices, deals.

Unofficial Zotero server: search your library, add papers by DOI, import PDFs, cite in Word

Arcmira: YouTube Transcript Search

arcmira

YouTube transcript search and monitoring for your AI: exact quotes, full transcripts and speakers.