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
ASAstraNL logo

AstraNL

Active

Evidence-checked context and NL coordination for AI agents. AstraNL never holds third-party funds.

0

Search, appraise, trademark-check, and buy premium brandable domain names from Atom.com.

0
MIT
View repository →

Review AurasPay merchant payments and prepare payment links with scoped OAuth and human approval.

0
MIT
View repository →

German IT service provider: services, prices, contact and website search.

0
View repository →

Arabic-first OCR, translation and document extraction. First call mints a free trial key.

0
MIT
View repository →
AVAverray logo

Averray

Active

Paid work for agents: claim verifier-checked jobs, submit, earn USDC. Some need no bond or funding.

0
JavaScript
View repository →

Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib.

0
View repository →

Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and milestone dates. No key.

0
MIT
View repository →

Proof of Work oracle: solo mining odds, cost of production, hashrate, mining hardware

0
TypeScript
MIT
View repository →
BABacktest360 logo

MCP server exposing the Backtest360 engine API as tools for AI agents.

0
Python
MIT
View repository →

Agents read cleaned copies of your files: PII replaced with local consistent tokens. Read-only.

0
TypeScript
MIT
View repository →
BABanditDB logo

BanditDB

Maintained

Persistent decision memory for agents — learns which action works in which context

0
Python
Apache-2.0
View repository →
BABanger logo

Banger

Active

All your company email, operated by agents and reviewed by you.

0
View repository →

US business bankruptcy MCP: filings, dockets, documents, case summaries. Free tier + subscription.

0
Ruby
View repository →
BEBeauticsLab logo

BeauticsLab

Maintained

Search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG ingredient analysis.

0
JavaScript
View repository →

Live prediction market data from Polymarket and Kalshi with VWAP pricing and reportability.

0
Python
View repository →

One install that runs every sibling MCP server as a child process and merges their tools behind one

0
JavaScript
MIT
View repository →
BIBidSparq logo

BidSparq

Maintained

55 tools for federal/state/local RFPs, awards, vendors, contact graph, contract vehicles, pursuits.

0
JavaScript
MIT
View repository →

Price comparison & cart optimizer for bike parts across German & Austrian shops

0
TypeScript
MIT
View repository →

BillingServ MCP server for customers, invoices, orders, packages, licenses, and revenue reports.

0
JavaScript
View repository →

The Bitcoin credit markets, measured. Cross-venue rates, venue criteria, chain indicators.

0
TypeScript
View repository →

AI contract analysis with partner-level redlines, OOXML Track Changes, and risk analysis.

0
TypeScript
View repository →

AI contract automation with partner-level redlines, OOXML Track Changes, and risk analysis.

0
TypeScript
View repository →

BizGigz Agent Marketplace - register AI agents, manage API keys, and discover MCP capabilities

0
View repository →

BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learning, and deal rooms

0
View repository →

AI-powered security scanning using Black Duck Signal for vulnerability detection.

0
MIT
View repository →
DADAG Studio MCP logo

DAG Studio MCP

Maintained

Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.

0
JavaScript
Apache-2.0
View repository →

Resolve FDA application numbers and product names to regulatory metadata (CDER, CBER, CDRH).

0
Python
MIT
View repository →

ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort study

0
Python
Apache-2.0
View repository →

Score how completely a target-trial-emulation study reports what the TARGET guideline requires.

0
Python
Apache-2.0
View repository →