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

Solana + EVM liquidity-pool scores: Enter/Hold/Exit verdicts and 0-100 Wealthville Score.

0
TypeScript
MIT
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Lint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools

0
Python
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Upscale images to print-ready files (TIFF/PNG/JPG) via PrintScale.

0
JavaScript
MIT
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Amazon research from AMZScout data: analyze products & niches, keywords/PPC, and brand catalogs.

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MIT
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A secure, efficient, and intelligent MySQL server for the Model Context Protocol

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TypeScript
MIT
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MCP server for Google Flights: search, price tracking, cabin comparison, emissions, and more.

0
TypeScript
ISC
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Local MCP (stdio) server for Redmine: issues, projects and time tracking from any MCP client.

0
TypeScript
MIT
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Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube descriptions.

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Python
MIT
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Aggregate nature MCP. 8 sources: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, sky, garden.

0
TypeScript
MIT
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eBird MCP server. 21 tools covering eBird API v2: observations, hotspots, checklists, taxonomy.

0
TypeScript
MIT
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DEPRECATED. Use @cropgraph/mcp instead. npx @cropgraph/mcp

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TypeScript
MIT
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iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.

0
TypeScript
MIT
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Mushroom Observer MCP server. Mycology observations, fungal taxonomy, and region discovery.

0
TypeScript
MIT
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USA National Phenology Network MCP. Bloom, leaf-out, and flight timing from NPN observers.

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TypeScript
MIT
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USGS Water Services MCP server. Real-time streamflow, gage height, and site metadata from NWIS.

0
TypeScript
MIT
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AI agent payment security - spending limits, whitelists, and human approval.

0
JavaScript
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Privacy-first Danish caller ID, CVR company lookup, operator data, and community spam signals.

0
Python
MIT
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Checks .NET solutions against a fluent C# architecture spec and explains the rules to agents.

0
C#
MIT
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ReSharper CLI inspection/cleanup via MCP. Unofficial: not affiliated with or endorsed by JetBrains.

0
C#
MIT
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Roslyn-powered C# code navigation, blast-radius analysis, and verified edits for coding agents.

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C#
MIT
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Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's chain. For AI agents.

0
JavaScript
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Untap logo

Untap

Maintained

UK refunds inside your AI assistant: train delays, flights, TfL, parking. Made in London.

0
MIT
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Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.

0
JavaScript
MIT
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OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.

0
Shell
Apache-2.0
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Animica logo

Animica

Active

Read-only Animica chain data, free AI inference, verifiable quantum randomness, and mining stats.

0
Dockerfile
Apache-2.0
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MCP server that reduces LLM context by removing code comments and converting data formats to TOON

0
Python
MIT
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Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.

0
TypeScript
MIT
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Safe Google Workspace admin for AI agents: read-only by default, confirm-gated deletes, audit log.

0
TypeScript
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Drug & supplement lookup and interaction checks from free U.S. government health data.

0
Python
MIT
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Shopify store intelligence: apps, tech stack, CDN, and market data over a 19K-store corpus.

0
Python
MIT
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