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

Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)

1
TypeScript
MIT
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Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.

1
HTML
MIT
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Shared debugging memory for AI coding agents

1
TypeScript
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KEKelvia logo

Kelvia

Active

Task manager your agent can fully operate: boards, tasks, sprints, roles, worklogs, day planner.

1
JavaScript
MIT
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GOGoodSender logo

Free consent-based emailing, blog publishing, and interactive email template design tools

1
Shell
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Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.

1
JavaScript
MIT
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pump.fun & Robinhood Chain launch data: radar, risk checks, delta feed, datasets, keys. x402 USDC

1
MIT
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ACActTrace logo

ActTrace

Maintained

Classify AI systems under the EU AI Act and generate Article 50 transparency notices.

1
Python
Apache-2.0
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Drive Onshape CAD from an assistant: documents, sketches, solid features, assemblies and exports.

1
TypeScript
MIT
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Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.

1
TypeScript
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Read public X posts, replies, profiles, and search results through Rettiwt or the official API.

1
TypeScript
ISC
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3D printing filament and materials knowledge MCP server

1
TypeScript
MIT
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Hearthstone card search, deck analysis, strategy coaching, and archetype classification

1
TypeScript
MIT
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TFT champion, trait, item, and augment data for LLMs via CommunityDragon

1
TypeScript
MIT
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Symbol-aware C# and .NET code context for AI coding assistants.

1
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Website safety and trust analysis. Verify domain reputation and detect phishing with GridinSoft.

1
JavaScript
MIT
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Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.

1
Python
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Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.

1
TypeScript
MIT
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Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports.

1
TypeScript
MIT
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MCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via AI agents.

1
C#
MIT
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MCP server for GroupDocs.Metadata — read, search, write, and remove document metadata.

1
C#
MIT
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MCP server for describing and invoking gRPC methods

1
JavaScript
MIT
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An MCP server that provides tools for interacting with Deep State Representation (DSR) graphs.

1
Python
Apache-2.0
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PIpingwa logo

pingwa

Active

Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s.

1
Python
MIT
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SPSpendNod logo

SpendNod

Maintained

AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone.

1
TypeScript
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BIBioMCP logo

BioMCP

Maintained

50+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more

1
HTML
Apache-2.0
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ACacikpoz logo

acikpoz

Active

Turkish public construction unit-price (birim fiyat) catalog PDFs into structured pozes

1
Python
MIT
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ANandon logo

andon

Active

Deterministic verification for AI-generated analysis: run a spec, inspect or diff a workbook

1
Python
MIT
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SAP S/4HANA and ECC: OData V2/V4, IDoc and RFC/BAPI for n8n and other MCP clients

1
Dockerfile
ISC
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FDFDA Approvals logo

FDA Approvals

Maintained

FDA drug approvals, 510(k) device clearances, recalls and adverse-event reports.

1
TypeScript
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