Browse Model Context Protocol servers to enhance your agent's capabilities. Connect to databases, APIs, and services.
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
Live React design-system APIs, patterns, and code validation so AI agents build real UI, not slop.
Manage WordPress sites in MainWP from AI tools, with approval before destructive changes by default.
Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.
Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes
Manage DNS records, domains, DNSSEC, SSL certificates via MCP
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.
Explore your databases, validate SQL, and build & publish data apps in your Mako workspace.
Advanced analytics, reporting, and safe mutations for Zebrunner. 64 tools, 14 resources, 17 prompts.
AI crypto buy/sell signals for 20 assets: 6 data dimensions fused into 0-100 scores. x402 + MCP.
Score and rewrite AI-assisted prose while preserving names, numbers, quotes, links, and facts.
An MCP server that provides [describe what your server does]
ADCIRC model configuration debugging, parameter lookup, and validation
NOAA CO-OPS tides, water levels, currents, and meteorological data
Access ocean data from 80+ ERDDAP servers worldwide
GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA
NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data
NOAA OFS regional ocean model forecasts — water level, temperature, salinity
Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes
SCHISM model configuration debugging, parameter lookup, and validation
NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data
USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
Provides AI assistants with direct access to Mapbox developer APIs and documentation.
Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.
Geocode addresses, lookup administrative boundaries, and process DigiPin codes for India
See what's on your ports, the processes behind them, and diagnose conflicts and leaks.
Review comments pinned to a running frontend, read and resolved by your coding agent.
Self-hosted web research for MCP agents.
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC filings
MCP server for MikroTik RouterOS API
An MCP server for MySQL databases.
MCP server for interacting with Oracle databases
MCP server for interacting with PostgreSQL databases
MCP server for QNAP NAS API
MCP server for .NET memory profiling — in-process heap snapshots via EventPipe with leak heuristics
Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
Search Hacker News, Bluesky, and Substack from a single MCP interface
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
Manage Substack publishing, subscribers, analytics, reader feeds, comments, and images through MCP.
Move data between 15+ databases, queues and files at high throughput, without it entering context
Construct, inspect, visualize, and simulate evidence-backed ODE models with BioMASS
MCP server for Boolean network simulation and attractor analysis using MaBoSS
MCP server for biological network construction and analysis using pathway databases
MCP server for building, inspecting, and exporting PhysiCell and PhysiBoSS configuration files
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
MCP server for SAP ABAP systems
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search
MCP server wrapping abap-adt-api for ABAP ADT development workflows against SAP systems
ABAP ADT MCP server for reading SAP objects (programs, classes, tables, CDS) via ADT
WhatsApp MCP via web.js or browserless Baileys: messages, media, chats, groups and contacts
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get results via API.
Free stock-rating MCP: tier, 0-100 score, 8 factors, 11,000+ US tickers, plus mortgage rates.
MCP server for DoorDash - let AI agents order food delivery autonomously with browser-based ordering
Gmail MCP server — send, read, and search email. By Strider Labs.
MCP server for GrubHub - let AI agents order food and manage restaurant delivery autonomously
MCP server for Instacart - let AI agents manage grocery shopping and place orders autonomously
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbon UI generation.
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.
Manage IBM Watson Orchestrate tools, agents, connections from Cursor, Copilot, Claude.
An MCP server that helps developers publish their MCP servers to the registry
Unified email MCP server for Gmail, Outlook, iCloud, and IMAP with batch operations
Open-source data catalog. Search assets, explore lineage, and find ownership.
19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.
Consent-gated tools that turn user health notes into non-diagnostic appointment-prep materials.
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refactorings
SEC company search and SBA business resources. 4 MCP tools for business intelligence.
SEC filings, patent data, and trade data. 4 competitive intel tools.
Federal court records and PACER case data. 4 MCP tools for legal research.
CVE lookup via NIST NVD, CISA KEV, EPSS, and MITRE ATT&CK. 7 tools.
EPA air quality monitoring and HUD foreclosure data. 3 MCP tools for environmental and housing data.
SEC EDGAR, CFPB complaints, and BLS employment data. 4 tools.
SAM.gov contracts and USAspending awards. 4 procurement tools.
Grants.gov search and USAspending grant data. 4 MCP tools for grant discovery.
US visa bulletin data and CBP border wait times. 3 MCP tools for immigration and travel planning.
FEMA disasters, NOAA weather alerts, USGS earthquakes. 4 tools.
NIH clinical trials and FDA adverse event reports. 4 MCP tools for health research.
Federal Register monitoring and regulations.gov tracking. 4 MCP tools for regulatory compliance.
NHTSA vehicle recalls and FDA food/drug recalls. 4 tools.
Federated research discovery with S-Index metrics across a network of digital twins.
Control Android devices and emulators via ADB — screenshots, UI automation, and logcat.
MCP server for querying PostgreSQL databases
Tools for the Takes Mac app: scripts, takes, edits and posts for talking-head videos
MT5 strategy development with 87 tools. Backtest, optimize, debug MQL5 EAs on macOS/Linux.
MCP server for MyFitnessPal: log, search, and analyze your food diary.
Parse JavaScript error stack traces back to original source code using source maps
Persistent decision memory for AI agents: rationale, rejected approaches, and entity history.
Access Mastercard Developers APIs, documentation, and API specifications through MCP.
Web animation accessibility MCP: GSAP, static CSS checks, prefers-reduced-motion, WCAG 2.2.2/2.3.3.
Runtime proxy for MCP security, cost governance & audit