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

Real Monte Carlo simulation of a compound event/conditional probability. Paid via x402.

0
TypeScript
MIT
View repository →

Validates ICD-10-CM against the real FY2026 catalog (NCHS/CDC) and CPT by structure/category.

0
TypeScript
MIT
View repository →

Resolves real semver range satisfaction (^1.2.3, ~2.0) against a version. Paid via x402/USDC.

0
TypeScript
MIT
View repository →

EOL dates and risk scores for 480+ software products. Check versions, score risk, audit stacks.

0
JavaScript
MIT
View repository →

Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.

0
JavaScript
MIT
View repository →

Feedback layer for video. Reviewers talk through feedback; agents read it as structured comments.

0
JavaScript
MIT
View repository →

11.3M entities, 10 countries, 12 tools. EU VAT (VIES), BORME, GLEIF, KYB. Free: 100 req/month.

0
Python
MIT
View repository →

CSV-first analytics for Google Ads + Meta Ads: reporting, anomaly detection, budget optimization.

0
TypeScript
MIT
View repository →

AI-powered invoice automation. Create invoices, track payments, and manage cash flow.

0
TypeScript
MIT
View repository →

AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot/Pipedrive export.

0
JavaScript
MIT
View repository →

AI e-commerce operations. Inventory, pricing, segmentation, and analytics.

0
TypeScript
MIT
View repository →

Positive-security for apps, APIs, LLMs and edge, plus fraud scoring and identity/AML screening.

0
JavaScript
MIT
View repository →
AI Readiness logo

AI Readiness

Maintained

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude) and get per-gap fixes.

0
JavaScript
MIT
View repository →

MCP server for JCGE discovery, modeling guidance, solving, validation, and equation rendering.

0
Julia
Apache-2.0
View repository →

Official permit, licensing, compliance, and civic-record tools for AI agents.

0
View repository →
EZ@Work logo

EZ@Work

Maintained

Manage clients, projects, time, and invoices in EZ@Work — business management for freelancers.

0
Python
View repository →

AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.

0
View repository →

Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.

0
JavaScript
MIT
View repository →
SkillFM Beacon logo

SkillFM Beacon

Maintained

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

0
JavaScript
MIT
View repository →
SkillFM Beacon logo

SkillFM Beacon

Maintained

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

0
JavaScript
MIT
View repository →

BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon checks for MCP agents.

0
JavaScript
MIT
View repository →

Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.

0
JavaScript
MIT
View repository →

LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

0
JavaScript
MIT
View repository →

Monitor domain expiry, SSL certs, and social handle availability across platforms.

0
HTML
View repository →

Website intelligence for AI agents: tech stack, hosting, security posture, SEO, and DNS.

0
HTML
View repository →

DNS lookup, WHOIS, SSL checker, and HTTP status tools. Uses public APIs only, no scraping.

0
HTML
View repository →

Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success.

0
Python
MIT
View repository →

Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.

0
View repository →

Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MCP client.

0
JavaScript
View repository →

Discover and trade tokenize-anything coins on hyde.trade (Robinhood Chain). Non-custodial.

0
JavaScript
MIT
View repository →