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

Query the HokAI catalogue of AI tools, agents, models, companies and infrastructure services.

Query Honeycomb observability data: traces, events, metrics, SLOs, triggers, and boards.

Create and manage real-world Huint photo verification tasks via hosted streamable HTTP.

AI-ready vendor incident status with public active incidents and plan-scoped history.

Give an AI agent eyes on the web: turn any feed, page, or stream into deduplicated change events.

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Send invoices from Claude and ChatGPT. One sentence becomes a PDF with a Stripe payment link.

Illumora Craft — evidence-augmented prompt compile for agents via remote MCP (OAuth) or local stdio.

Scan and fix a domain's email deliverability (SPF, DKIM, DMARC, MTA-STS, BIMI, DNS blocklists).

Live data grids for AI agents. Push structured data; humans review, agents read back via MCP.

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Recruiting tools for candidate sourcing, enrichment, ATS workflows, campaigns, and outreach.

Debug a bad AI-agent run from your editor: which intent fails, at which step, and why.

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Simulated people experience what you are making and report what they noticed and felt.

Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.

Linux kernel CVE analyzer: upload a .config, get a CycloneDX VEX report of affecting CVEs.

Create, schedule, and publish social media posts from AI assistants. Built for agencies.

Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base. Hosted.

MCP server exposing klokin time-tracking operations (employees, time entries, stores) to AI clients.

Validated Laravel plugin data - health scores, compatibility and vendor trust

Plan, validate, and build products and features with LaunchChair.

Cryptographically anchored evidence for agents: verified run receipts, proof-gated settlement.

Your AI's memory for what you actually know: recall across your documents, notes, and meetings

Search source collections your team vetted. Every passage cites its URL and fetch date.

Hosted MCP server for LinkedIn: 31 tools for profiles, search, messaging, posts, enrichment.

Create encrypted LIQAA video meetings; read plans, capacity & stats. No install, no account.

OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base

AI localization for agents: translation, TMS sync, translation memories, glossaries, post-editing.

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ADHD-friendly tasks, notes & projects for LucidNest - 18 tools, scoped tokens, Streamable HTTP.

Measure how AI engines cite your brand. Cross-engine GEO visibility, as agent tools.

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Connect any mailbox to Claude, ChatGPT & AI: read, send, reply, schedule & search emails.

Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.

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