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Browse Model Context Protocol servers for Claude, Cursor & Windsurf — each with a ready-to-paste config snippet, install steps, and quality signals (transport, auth, verified, freshness).
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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model).
Official Stripe server for payments, customers, subscriptions, invoices, and billing via natural language.
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Give your agent Microsoft's MarkItDown: convert PDFs, Office docs, images, and URLs into LLM-ready Markdown.
Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
Official MCP reference server for secure local filesystem read/write within allowed directories.
Official MCP server providing persistent, file-backed knowledge-graph memory across sessions.
Official MCP server for reading, searching, and manipulating a local Git repository's files and history.
Structured step-by-step reasoning tool for breaking problems into revisable thought sequences.
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Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.
Manage and search Meilisearch from any MCP client: indices, documents, settings, keys, and multi-index search.
Give agents Pulumi powers: browse the provider registry, preview and deploy stacks, and search deployed resources.
Fetch YouTube video transcripts (plain or timestamped), metadata, and available caption languages — no API key.
Query SEC EDGAR filings — 10-K/10-Q/8-K sections, XBRL financials, insider trades — with exact numbers and source URLs.
Query and manage Algolia search indices from an agent: search, settings, analytics, A/B tests, and Recommend.
Guides & analysis
Integration walkthroughs, client setup, protocol deep-dives
Claude Code Hooks: Automate Your Agent Workflow
Use Claude Code hooks as a deterministic control layer around agent and MCP actions, not as a substitute for the tools themselves.
Claude Code Subagents: When They Help (and When They Hurt)
Claude Code subagents are best used as narrowly scoped workers with only the MCP access their task requires, not as a default layer for every coding job.
Splunk MCP Server: Setup, Tools & Real Limits
Splunk MCP gives AI clients a governed route into SPL searches and metadata, but its guardrails, query cost, and context limits define where it belongs.
Tableau MCP Server: Setup, Tools & Real Limits
Tableau MCP gives AI agents governed access to published Tableau data and content, but it is an API bridge—not a replacement for Tableau authoring or careful access control.
ChatGPT MCP: Connect Tools to ChatGPT in 2026
ChatGPT can now use remote MCP servers as custom apps, but plan access, transport, authentication, and product-mode limits determine whether the setup works.
ServiceNow MCP Server: Setup, Tools & Real Limits
ServiceNow now has a first-party MCP server, but licensing, narrow default tools, and write risk make a read-only pilot the sensible starting point.
Gong MCP Server: Setup, Tools & Real Limits
The official Gong MCP server brings account, deal, and brief insights into AI clients, but its read-only scope, permissions, and credit model matter.
Gemini MCP: Connect Tools to Google Gemini
Gemini can use MCP tools through Gemini CLI and, for a narrower audience, custom Connected Apps in Gemini Spark.
Zoom MCP Server: Setup, Tools & Real Limits
Zoom MCP now has first-party hosted servers, but useful results still depend on licensing, recording settings, narrow OAuth scopes, and disciplined result retrieval.
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