PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

23,114 MCP servers

Australian local-trade providers. One signed provider per domain. 15 live across Brisbane.

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Use this for agent inspect/plan/import/verify/stage store screenshots; not translation-only.

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Music promo platform: email campaigns, Instagram DMs, Spotify discovery, SmartLinks, analytics.

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Google & Meta Ads management with 100+ tools. Audit, create, and optimize campaigns.

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Phone carrier for AI agents. Provision numbers, make calls, send SMS, TCPA compliance built-in.

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An MCP server that provides access to Vikunja, a self-hosted task management solution.

AI stack configurator with conversational interviews and intelligent recommendations

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Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and more.

AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.

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Access 526 structured marketing, SEO, and copywriting workflows via MCP.

Compiles source-agent outputs into validated, receiver-ready handoff packages.

Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.

Secure MCP server for exploring incwo CRM data, documents, and email workflows.

Start index365 scans and read prioritized findings your coding agent can use.

AI-powered intelligence for your development workflow via Indicate.

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Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X402 pay-per-use.

Intelligence subscription protocol for AI agents. Scored, filtered AI intelligence signals via MCP.

Web browsing & research for AI agents — fetch/read pages, structured extraction, Exa search.

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Google Calendar for AI agents — list/create/delete events and free-busy via OAuth token.

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Read-only ClickHouse for AI agents — analytics queries, table inspection, sizes, health.

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Security audit for AI agents — scan code/diffs for leaked secrets, check deps via OSV.

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Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).

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Read-only Elasticsearch/OpenSearch for AI agents — search, indices, mappings, count, health.

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Email for AI agents — read inbox (IMAP), search, and send (SMTP).

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SSRF-safe URL fetch for AI agents — clean markdown/text/HTML/JSON, plus guarded REST calls.

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Hardened filesystem for AI agents — jailed root, read-only default, traversal/symlink-safe.

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Read-only Git inspection for AI agents — log, show, diff, status, blame, grep. No writes.

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GitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default.

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Image generation & editing for AI agents (Runware) — text-to-image, bg removal, upscale.

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Japanese document AI for agents — invoice/meishi extraction, OCR, classification (hosted API).

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