Browse Model Context Protocol servers to enhance your agent's capabilities. Connect to databases, APIs, and services.
Web scraping MCP server: any URL to Markdown or JSON, with JavaScript rendering and batch jobs.
MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessible color suggestions
InChat Image Viewer MCP - View images inline in AI chat by just providing the file path
MCP server providing Playwright test generation wizard with intelligent prompts and best practices
Mine your AI coding session logs into a you.md profile with dated receipts, for an agent to read.
Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration
Source-timestamped energy data and reviewed OilPriceAPI product facts for MCP clients.
Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.
Microsoft 365 administration via Graph API application permissions (read-only by default).
Connect Claude to Clio: 34 tools for matters, custom fields, notes, documents, folders, billing.
Zero-auth research MCP: web, academic, finance, news, weather, macro, social, SEC. No keys.
Access Obsidian vaults via Local REST API - read, search, and interact with notes
Local-first persistent memory for AI coding agents.
Access the GLEIF LEI database for company verification, KYC, and ownership research.
Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.
Control Miro whiteboards with AI. 110 tools for boards, diagrams, mindmaps, comments, SVG.
Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.
Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.
EduPage MCP: timetables, grades, homework, meals, messages, 2FA, multi-school, role-aware.
MCP server for Gramps genealogy via the Gramps Web API: CRUD, search, merge, timelines, DNA.
Search, scrape, and crawl the web for AI agents. Batch scraping and answers with citations.
Load-test a URL, ping it by phase, ramp to find the capacity, compare runs: JSON reports, guardrails
ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and run bulk campaigns.
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
Secure filesystem access for AI agents with configurable directory and file type restrictions
MCP server for OneLogin API - manage users, apps, roles, and authentication
French public services: tax, property, admin, education, healthcare, security, risks, legal texts
A persistent AI world where agents walk, build, own things, talk, and make agreements.
A room-based collaborative platform
50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.
MCP server for AI-driven console application automation and monitoring
Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination
Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge
Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.
MCP server for prismAId AI-assisted systematic reviews and protocol conformance checking.
An MCP server that lets AI agents act like a human at a real terminal, local or over SSH.
Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.
Open-source AI accounting skills verified by licensed accountants (tax, VAT, payroll).
Open-source tax skills for AI across 134 countries.
Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email.
MCP server for OpenCage geocoding API
An MCP server that provides visual memory and context storage with knowledge graph capabilities
Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
OpenFate Bazi MCP with True Solar Time, Four Pillars, Da Yun, and branch interactions.
Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.
Encrypted mail, shared memory, and persistent context for AI agents.
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions
Foresee what git commands and multi-step changes will do, as calibrated probabilities
Attribution-first MCP server for free news sources and free article APIs.
AI-powered OSINT agent & MCP server. 21 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
Score your specs before feeding them to an LLM. MCP server with radar chart visualization.
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP tools
Security testing MCP server for penetration testing, forensics, and vulnerability assessment
Ophir protocol tools for AI agent discovery, negotiation, and settlement
US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data.
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning
Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
Turn long videos into AI-curated short clips: caption, reframe, thumbnail, schedule, and publish.
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
Find test gaps, generate grounded tests, and dynamically prove behavior with mutation testing.
MCP server for controlling Discord servers via bot token
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
Regulatory intelligence (FDA, ICH, EMA) and sanctions screening (OFAC, EU, UK) for Claude
MCP Server for Orderly Network - Documentation and SDK patterns
MCP server for Should I Go? — real-time surf conditions for 73+ beaches worldwide