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.

14,200 MCP servers

Crypto market intelligence: regime detection, funding rates, liquidations, prices, signals.

2
Python
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PQS scores any prompt before the model runs. 8 dimensions. 5 frameworks. Pre-flight, not post-hoc.

2
JavaScript
MIT
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Automate Google Ad Manager: campaigns, line items, creatives, inventory, reporting — 51 tools.

2
Python
MIT
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TablaCognita

Maintained

MCP-native collaborative markdown editor with real-time AI document editing

2
JavaScript
Apache-2.0
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MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and WADO-RS.

2
JavaScript
MIT
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Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs

2
JavaScript
MIT
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FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw commands.

2
TypeScript
MIT
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MCP for the Opendock Neutron API.

2
TypeScript
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Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary

2
Go
MIT
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Lightweight MCP server providing terminal access (SSH & local shells) for AI assistants.

2
Python
MIT
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Hindsight MCP

Maintained

MCP server for AI-assisted coding with development history: git, tests, Copilot.

2
Rust
MIT
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Immutable audit trail for agent-to-agent interactions

2
Python
MIT
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MCP server for Frappe/ERPNext development with AI assistance for DocTypes, bench commands, and APIs

2
TypeScript
MIT
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MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and Mailforge

2
TypeScript
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Schematic

Active

Manage companies, plans, features, and billing through SchematicHQ

2
JavaScript
MIT
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AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.

2
TypeScript
MIT
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Sprintra

Active

The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

2
JavaScript
MIT
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Order anything from your terminal — search, buy, track, and manage via MCP tools.

2
TypeScript
MIT
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Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x402.

2
TypeScript
MIT
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Deterministic UI extraction and screenshot diffing for AI coding agents.

2
TypeScript
MIT
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Tako

Active

Search, answer, and fetch Tako's knowledge base of 100K+ data charts, plus deep research agents.

2
TypeScript
MIT
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mneme

Active

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

2
Python
Apache-2.0
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Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.

2
Python
MIT
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agentmem

Maintained

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

2
Python
MIT
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MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools in sats.

2
TypeScript
MIT
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Non-custodial Solana swap & limit order engine for AI agents.

2
JavaScript
MIT
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Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

2
TypeScript
MIT
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MCP server and EasyEDA Pro extension bridge for live project assistance.

2
TypeScript
MIT
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90+ pure finance calculators: loans, investing, bonds, options, tax. Stateless, stores nothing.

2
JavaScript
Apache-2.0
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Cross-chain swaps between Solana and Base for AI agents paid for via via x402 micropayments.

2
TypeScript
MIT
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