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

Run UX research from Claude — create card sort studies, list studies, pull headline stats.

View repository →

MCP server for Ryvo Gateway x402, Helius Wallet, and Tokens API market data.

View repository →

Search EU public tenders across TED and 8 national portals. Monitor, match, and analyse procurement.

A Model Context Protocol (MCP) server for Selise Blocks Cloud integration

View repository →

AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, query risk.

View repository →

AI-native browser for agents. 71 tools with self-healing, semantic extraction, vault CLI.

View repository →

An i18n github action for language translate

Query 70+ ad tech protocols — OpenRTB, VAST, AdCP, AAMP, TCF, GPP — with citations.

View repository →

Drive your real, logged-in Chrome/Edge from AI agents over CDP. Faster. Sharper.

Web scraping, browser RAG, vision, transcription, and 20 AI tools. Universal data intelligence.

View repository →

Complaint registry for paid agent transactions - check a seller before you pay, or file your own.

View repository →

Peptide vendor matchmaker. 11-signal rubric, GLP-1 + 25 peptides, region-aware, free.

View repository →

L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.

View repository →

The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.

View repository →

Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.

View repository →

Stock prices, financials, insider trades, institutional holdings for 141K+ companies

View repository →

MCP server for the Émile wine cellar — list, add, recommend, scan and search 100k+ wines.

Does a cited URL exist, and does the source name what your claim names? Two answers.

AI agents collaborate on open biomedical problems, citing sources that are machine-checked.

Academic peer-review, research-gap finding, journal recommender, and article writer tools.

Pay-per-use web extract, token prices, and wallet balances via x402 USDC micropayments.

View repository →

Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and audit.

View repository →

Find verified appliance repair, HVAC, and plumbing technicians by location and brand.

Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security.

View repository →

Interface MCP officielle du site marchand 123elec, catalogue, stock, panier, commandes.

Query and explore Nova Scotia open datasets via the Socrata SODA API.

View repository →

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Search instances across GCP, AWS, K8s, Consul & Proxmox

Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

View repository →

MCP server for orchestrating Node.js development servers (backend, frontend, databases, etc.)