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.

37,330 MCP servers

Goal-directed email outreach: research, draft, send, triage replies. Real data, never fabricated.

Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price checks, mentions.

Autonomous cloud agent tasks: real browser + your tools, structured evidence-backed results.

Autonomous SEO + GEO growth: keyword research, audits, content, AI answer-engine visibility.

OpenMandate is in private development and is not accepting new mandates or integrations.

SEO, competitor and AI-search data, plus blog management — draft, schedule and publish posts.

Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.

Create and run A/B tests, patches, split tests and feature flags on your website

Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent checkout.

Search photos/videos; manage collections, people and duplicates. Requires paid OwAI Cloud Access.

Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot OrgGen AI via MCP.

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Hosted runtime for persistent agent teams, durable workflows, memory, schedules, and goals.

Build and run AI image, video and on-brand ad workflows from chat, with brand kits and share links.

Build and monitor LLM apps on Orq.ai: AI gateway, agents, prompts, evals, traces.

Hosted speech-to-text + speech emotion/tone analysis for agents. No install; trial keys built in.

AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

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Real estate data for AI agents: US parcel boundaries (tiles), owners, sale history, permits, hail.

Checks a claim at its primary source and grades it. A person reviews every answer.

Search real parts with datasheet-provenance specs, check compatibility and compose priced BOMs.

US patent status for agents: applications, office actions, owners, PTAB, claims, monitors.

Customer-context and ops layer for AI agents

Launch products and branded checkouts on Payments AI, the Merchant of Record for AI-built apps.

Convert, merge, compress, OCR, redact, and sign PDFs inside your AI assistant. From pdfAssistant.

Preventive human-approval write-gate for AI agents: writes commit only after a human approves.

A court for disputes between AI agents. Search and read its judgments free; enrol to file claims.

Search what you've seen on screen and heard in meetings, recorded on your own Mac or PC.

Always-on performance engineering for your own code: proven pull requests, the merge stays yours.

Bank-scoped TBPI analytics for community bank executives. Perlucem account required.

Real-time web search, reasoning, and research through Perplexity's API

AI-agent product catalog: search, lookup & purchase routing over verified merchant data.