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

Wraps the ownvoice CLI as a single generic MCP tool for voice/identity checks.

0
Python
MIT
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Verifies Ed25519-signed attestation records and builds audit reports via MCP tools.

0
TypeScript
MIT
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Manage podcast guest pipeline, outreach drafts, and analytics via 5 MCP tools.

0
TypeScript
MIT
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Scans datasets/models for PII/secrets, redacts, and packages a public-release bundle via MCP.

0
Python
Apache-2.0
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Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.

0
Python
MIT
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Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

0
Python
Apache-2.0
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Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

0
Python
Apache-2.0
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Multi-agent context sharing, memory, and status coordination via MCP tools.

0
Python
MIT
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Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.

0
Python
MIT
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Compares AI coding tool spend before and after a migration via MCP tools.

0
Python
Apache-2.0
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Scans self-hosted multi-tenant AI-agent platforms for tenant-isolation gaps via an MCP tool.

0
Go
Apache-2.0
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Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

0
TypeScript
Apache-2.0
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Wraps the toolgovern CLI as a single generic MCP tool for agent-tool policy validation.

0
Python
Apache-2.0
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Wraps the truesignal CLI as a single generic MCP tool for threat/connector status checks.

0
Python
MIT
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Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.

0
TypeScript
MIT
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Classifies GPU workloads as inference or training from telemetry alone via MCP tools.

0
Python
Apache-2.0
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Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.

0
Python
MIT
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Inspect and query MySQL 5.0–5.6; opt-in INSERT/UPDATE/DELETE/DDL. Live-verified 5.0–8.0.

0
JavaScript
MIT
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FLFlux Cloud logo

Deploy, pay for and manage apps on Flux Cloud, the decentralized cloud. Prices in USD.

0
TypeScript
MIT
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Run MCP tool calls through Runestone Gatekeeper — policy enforcement, human approval, audit.

0
TypeScript
Apache-2.0
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Access the full Runware API as MCP tools: image, video, audio, 3D, and text.

0
JavaScript
MIT
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Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.

0
JavaScript
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RURuSender logo

RuSender

Active

Manage email campaigns, contacts and deliverability analytics in RuSender from an AI assistant.

0
Python
MIT
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Evidence-ranked supplement data: search, compare, price history, goal recs. No API key.

0
JavaScript
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Claude Desktop reminders for Windows. Survives MSIX boundary; persists across restarts. Zero deps.

0
PowerShell
MIT
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Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key.

0
Python
MIT
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League of Legends math for AI agents: MMR estimation, climb projections, KDA, hours. No API key.

0
Python
MIT
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Twitter/X tools for AI agents — read timelines, post tweets, search, and engage

0
Python
MIT
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Grant management for AI agents: deadlines, business-day math, budgets, in-kind value. No API key.

0
Python
MIT
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Read and write WiseGrid sheets, rows, columns and reports from any AI agent.

0
Python
MIT
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