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.

23,114 MCP servers

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

0
Python
MIT
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MCP server for Ryvo Protocol state reads and prepare-only payment-channel actions.

0
JavaScript
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36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance.

0
TypeScript
MIT
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Minimal stdio MCP server for parallel task execution by AI agents.

0
Python
MIT
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Clover POS for a single merchant: sales, inventory, orders, customers (reads + safe writes).

0
Python
MIT
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Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.

0
TypeScript
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SEO tools via x402: briefs, keywords, SERP, backlinks, audits. $0.50-$3/req USDC on Base.

0
TypeScript
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GetExperience logo

GetExperience

Maintained

Search and book tours and travel experiences in 40+ countries via MCP.

0
MIT
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Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU/HE. Hosted.

0
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Search and retrieve scholarly metadata from the Crossref REST API

0
Python
MIT
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Search ORCID researcher profiles, retrieve works, and export citations

0
Python
MIT
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Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar

0
TypeScript
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Open-access availability for 120M+ scholarly articles via the Unpaywall API

0
Python
MIT
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Free proof-of-existence attestation for digital files, MCP tools for the imgauth service.

0
JavaScript
MIT
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