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

SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market quotes

1
TypeScript
MIT
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Live webcast transcription + vocal stress analysis (F0 jitter, hesitation) for earnings calls.

1
Python
MIT
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Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.

1
TypeScript
Apache-2.0
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Read-only Yahoo! Shopping product search via the Yahoo! Shopping Item Search API v3.

1
Python
MIT
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MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

1
Rust
Apache-2.0
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Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.

1
JavaScript
MIT
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MarkdownPointer logo

MarkdownPointer

Maintained

Markdown viewer for AI-assisted document review. Click any element to copy file path + line number.

1
C#
MIT
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Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.

1
Go
MIT
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TeamMemory logo

TeamMemory

Maintained

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

1
Python
MIT
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Repo Memory logo

Repo Memory

Maintained

Shared, git-tracked working memory for AI agents on the same codebase.

1
Python
MIT
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MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, template and cron management

1
Go
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Generate Multisim circuits, run simulations, export data, and create experiment reports.

1
Python
MIT
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Access 30+ bioinformatics tools from 14 databases.

1
Python
MIT
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Agent Radar logo

Agent Radar

Maintained

Search, inspect, recommend, and explain rated AI tools through Agent Radar.

1
TypeScript
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Search 2,500+ curated architecture, design, photography and art projects. Free tier, no signup.

1
JavaScript
MIT
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Minimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.

1
Python
MIT
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MCP-first control plane for ComfyUI workflows with explicit approvals and no silent downloads.

1
Python
MIT
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Knowledge graph MCP for student learning with spaced repetition and mastery tracking

1
Python
MIT
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Charge AI agents per-call without accounts. PoW solve = free tier, Lightning = paid tier.

1
JavaScript
MIT
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GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.

1
Python
Apache-2.0
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Self-hosted session relay. Shared threads across Claude Code, Cowork, and Claude.ai.

1
TypeScript
MIT
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Check domain availability across 600+ TLDs on Namecheap with pricing and purchase links

1
JavaScript
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Secure encoding-aware filesystem tools with atomic writes, legacy encodings, and typed errors

1
Go
GPL-3.0
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VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

1
Python
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Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.

1
Python
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VMware/Omnissa Horizon VDI ops: pools, sessions, machines, images — 27 MCP tools.

1
Python
MIT
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Publish Markdown or HTML to a shareable link from your AI assistant. OAuth, no API keys.

1
MIT
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Generate answers & visualizations from your engineering data to track software development health.

1
TypeScript
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LinkLore logo

LinkLore

Active

AI-native structured memory for agents (MCP). Built for agents, not humans.

1
Python
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Find parent companies, PE backers, corporate families, and portfolio siblings for any company.

1
MIT
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