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

Shared task memory and delegation for Codex, Cursor, Claude Code, and OpenCode.

0
Python
MIT
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Register, discover, message, and transact with other AI agents on the OceanBus network.

0
TypeScript
MIT
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LogicMonitor API integration with 167 tools for alerts, devices, dashboards, and more.

0
Python
MIT
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Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.

0
Python
MIT
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SHSheriff logo

Sheriff

Active

MCP server for fixing static analysis issues from SARIF reports with AI agents

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Java
Apache-2.0
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Search 15,000+ paid API endpoints across the L402, x402, and MPP protocols on 402index.io

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JavaScript
MIT
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AGAgentTakt logo

AgentTakt

Active

Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal

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Python
MIT
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MCP server to scout beginner-friendly OSS issues with high precision using GitHub GraphQL

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JavaScript
MIT
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AI tools for mobile app ad production: concepts, avatars, video rendering, performance feedback.

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HTML
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Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design.

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Python
Apache-2.0
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Free game-theory negotiation advisor for agents, plus paid receipted sessions and agent memory.

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Python
Apache-2.0
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Math-optimal negotiation moves for AI agents, in plain dollars (single + multi-issue).

0
Python
Apache-2.0
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Token-efficient MCP server for MySQL, PostgreSQL, and SQLite

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Rust
MIT
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LILiving Docs logo

Create and improve live, shared interactive documents with your agent.

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JavaScript
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Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

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Python
MIT
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MCmcp-trust logo

mcp-trust

Active

Check the danger grade of any public MCP server before you connect.

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Python
MIT
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MCmcpforge logo

mcpforge

Active

Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.

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Python
MIT
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OPoperant-mcp logo

Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.

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Python
MIT
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Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

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TypeScript
MIT
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SHshadow-mcp logo

Local MCP server that inventories and risk-grades MCP servers configured on this machine.

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Python
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Agentic pipeline orchestration MCP server for AI-driven development workflows.

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Python
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Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all from your IDE

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Go
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Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network.

0
TypeScript
Apache-2.0
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RERedra logo

Redra

Active

Search current class-action settlements and identify possible matches using structured filters.

0
Python
MIT
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ABA routing 9-digit shape, value discarded

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ABNF rule count, body discarded

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Absolute value sign, number discarded

0
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ACAH header-name count, value discarded

0
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ACAM method token count, value discarded

0
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ACAO star-or-origin, value discarded

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