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

Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits for AI agents.

Embed an AI chat widget on your website from your coding agent: provision, configure, get snippet.

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Crypto market intelligence, token rug-checks, and wallet verification in one MCP server.

Instant rug-check for any EVM or Solana token, distilled to one clear 0-10 risk verdict.

Cryptographic proof of wallet ownership in two steps, with no keys and no custody.

Project management for teams and their AI agents.

Task and planning workspace for humans collaborating with AI agents

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AI-native project management + agent memory: tasks, sprints, risk, burnout, knowledge search.

Clinician-reviewed library on ADHD in teens — accommodations, executive function, evaluations.

Clinician-reviewed library on social anxiety, panic, and school refusal in adolescents.

Open-access rating scales and clinical references for adolescent psychiatry clinicians.

Teen-first library on CBT, DBT, and finding the right therapist.

AI strategy, workflow automation, and process-improvement assessment for small businesses.

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Deploy any web project with one command. AI-native platform with self-healing feedback.

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Community bank intelligence: FDIC financials, peer benchmarking, HMDA lending and CRA posture.

This MCP lets your agent edit your videos, generate voiceovers, AI clips, titles, motion, music, etc

Belarus public tenders: search, analytics, docs, and alerts via TenderHunt agent.

Honest A-F grades for trading strategies, backtested on real out-of-sample data. No hype.

Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.

AI screening interviews, resume matching, and evidence-linked scorecards for recruiting teams.

Grounded, attributed news: what happened, which outlets reported it, and how many covered it.

An MCP server that provides read access to your cloud storage providers, bank accounts and more.

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Local PDF accessibility audit: machine-checkable PDF/UA basics (ADA/EAA/508). No uploads.

Personal-finance intelligence engine: net worth, goals, asset allocation. Invite-only beta.

Free SEC filing fundamentals: financial statements, 10-K/10-Q summaries, 8-K events. No API key.

Provides event organisers with tools to interact with a Ticket Tailor box office account.

AI-powered corporate learning platform — manage courses, users, and insights via Claude.

Real-time booking for Korean beauty & wellness shops — search availability, get a booking link.

Time tracking, live project budgets, and billing exports for service firms.

AI-powered web automation. Navigate websites using AI agents for one page or a thousand