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

NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data

6
Python
MIT
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NOAA OFS regional ocean model forecasts — water level, temperature, salinity

6
Python
MIT
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Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes

6
Python
MIT
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NOAA RTOFS global ocean forecast — SST, salinity, currents, depth profiles via CoastWatch ERDDAP

6
Python
MIT
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SCHISM model configuration debugging, parameter lookup, and validation

6
Python
MIT
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NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data

6
Python
MIT
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USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov

6
Python
MIT
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MCP server for vertical datum conversions using coastalmodeling-vdatum

6
Python
MIT
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NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs

6
Python
MIT
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GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations

6
Python
MIT
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MCP server for DoorDash - let AI agents order food delivery autonomously with browser-based ordering

6
TypeScript
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An MCP server that helps developers publish their MCP servers to the registry

6
Python
MIT
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AccInt logo

AccInt

Maintained

Local Work Model MCP server for agent work that learns from real outcomes.

6
Shell
Apache-2.0
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74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC via x402.

6
TypeScript
MIT
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112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL.

6
TypeScript
MIT
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MCP server for Google Search Console & Indexing API — search analytics, sitemaps, URL inspection

6
JavaScript
MIT
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MCP server for Umami Analytics API v2 — websites, stats, events, reports, and realtime

6
TypeScript
MIT
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Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.

6
TypeScript
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Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

6
TypeScript
Apache-2.0
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Hashfile MCP logo

Hashfile MCP

Maintained

Hash-anchored file editing with surgical precision over file editing and ironclad control of access

6
Rust
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Interact with YouTube data via the official Data API v3

6
TypeScript
MIT
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Model Context Protocol server for Taiwan Legislative Yuan API v2.

6
Python
MIT
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MCP server for Odoo 18 with 38 business tools

6
Python
MIT
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Robinhood Crypto Trading API for AI agents: quotes, holdings, orders read-only; opt-in trading.

6
TypeScript
Apache-2.0
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culprit logo

culprit

Active

Deterministic, offline root-cause analysis and pre-commit fix verification for coding agents.

6
Python
MIT
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Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.

6
Python
MIT
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Access the GLEIF LEI database for company verification, KYC, and ownership research.

6
Go
MIT
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Gmail Postmaster Tools v2 — domains, traffic metrics, and compliance via your own Google OAuth.

6
JavaScript
MIT
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An MCP server and app to search and browse your photos while preserving your privacy

6
Python
MIT
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pseolint logo

pseolint

Active

Penalty-risk audit for programmatic SEO sites: verdict, risk score, and a fix manifest.

6
HTML
MIT
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