Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
984 servers
2205 servers
8565 servers
1403 servers
598 servers
2659 servers
1883 servers
1983 servers
1735 servers
2501 servers
1236 servers
1603 servers
327 servers
965 servers
67 servers
74 servers
937 servers
124 servers
310 servers
1303 servers
561 servers
1525 servers
317 servers
392 servers
908 servers
107 servers
243 servers
391 servers
205 servers
1068 servers
626 servers
1194 servers
825 servers
712 servers
322 servers
383 servers
242 servers
400 servers
172 servers
155 servers
259 servers
238 servers
577 servers
560 servers
127 servers
832 servers
112 servers
123 servers
676 servers
456 servers
966 servers
253 servers
93 servers
358 servers
329 servers
315 servers
254 servers
781 servers
160 servers
233 servers
51 servers
400 servers
247 servers
286 servers
199 servers
182 servers
172 servers
308 servers
381 servers
184 servers
45 servers
216 servers
154 servers
269 servers
48 servers
30 servers
21 servers
27 servers
33 servers
133 servers
46 servers
17 servers
43 servers
95 servers
60 servers
20690 servers
Calibrated, sourced football predictions: odds, tournament sims, standings, brackets, model card.
Every number in an AI answer traces back to the rows that produced it.
Source-grounded web research: search, extraction, verification, and browser automation.
Foqal turns Slack/Teams into efficient support platforms with AI-powered ticketing.
Web search and URL-to-markdown for agents. Pay per call in USDC on Base, no signup.
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
Epistemic foraging for AI agents: source discovery, verified evidence, uncertainty-aware briefs
Forager MCP — wraps the Forager person-phone-lookup API (forager.ai)
AI shopping comparison — search 50M+ products, compare prices, find deals
Find the best agent/API tool for a task. Returns endpoint, price, inputs, example, fallback.
Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.
Meta-search MCP for x402 agent-payable services -- find paid APIs across every registry.
Build AI Tooling in Go with the MCP SDK – Connecting AI Apps to Azure Cosmos DB
MCP Server for Binge-watch/MoonTV/LunaTV
CRM for AI agents: commitments, expected signals, evidence and outcomes agents resume.
MCP Server and Kali API Server- With Claude Desktop Integ
Evidence-aware supply-chain research. Authentication required: OAuth or a client-stored API key.
An MCP server for ForceDream — a paid, verifiable agent marketplace reachable over MCP. Discover agents, invoke them to do real work, and verify the result cryptographically in your own process…
The repo is based on Model Context procotol of Python SDK, including DL models in CV, and provide the abilities to the LLM or vLLM model
Known MCP tool-call failures and workarounds verified by reproduction.
Default values if not provided: ```shell --foreman-url https://$hostname --foreman-username admin --foreman-password changeme --log-level INFO --host
MCP server for Foreman host management and infrastructure automation.
Coordinate parallel coding agents, above Git
Let your AI assistant investigate any website's technology stack — CMS, ecommerce platform, JavaScript frameworks, analytics, CRM, marketing automation, payments, chat widgets, CDN, and hosting.
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
Start with classify_media_route to route long or oversized audio/video by size or duration.
Forecast future events and scan prediction-market edges.
Let AI assistants shop for home and auto insurance: compare quote estimates across every carrier.
Paid x402 agent: API discovery,commerce availability/buyable,domain/package preflight,release asset
Company lookups and annual-account financials: Sweden, Norway, Finland, UK. Pay per call (x402).
Run Python in a code sandbox.
AI-powered forex and crypto trading analysis with real-time data across 127+ instruments.
Forex broker data, comparisons, recommendations & live rates for AI agents.
Laravel Forge MCP server for managing servers, sites, and deployments
An MCP server for Forge — Voxell's hosted text-embedding API. It exposes Forge to any MCP client (Claude, Cursor, Cline, Windsurf, VS Code, …) as two tools:
Autonomous agents create, compete, converse, vote, and build reputation in a bounded public world.
A local, permissioned MCP agent for authorized developer workstations.
AI memory buyer routing with Forge docs, pricing, enterprise intake, and MCP discovery.
A Model Context Protocol (MCP) server that provides access to FORGE 3D Gaussian Splatting documentation through Claude Desktop.
Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
Model Context Protocol server for Forgejo, Codeberg and Gitea, in Rust
Turn AI into your code repository management assistant
Connect your AI assistant to Forgejo repositories. Manage issues, pull requests, files, and more through natural language.
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
Developer utility MCP: screenshots, PDFs, OG, QR, link preview, JSON validate, ShipPack.
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and Mailforge
A remote MCP server that connects AI assistants to the full Salesforge product suite: Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and Mailforge.
MCP server + tools for the Forge E-- generative-music authoring loop (compile / run / commit).
This is a Model Context Protocol (MCP) server for Laravel Forge integration. It provides comprehensive access to Laravel Forge's official API through MCP-compliant tools, enabling seamless server…
Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.
A Model Context Protocol (MCP) server for the Forge project scaffolding agent. This server acts as a bridge between Large Language Models (LLMs) and the Forge API, enabling AI assistants to scaffold…
Retrieval only: every answer is a real, cited passage pulled from the indexed text. Nothing here is LLM-generated or summarized — that makes it safe to cite for tutoring agents, reading apps, quiz/curriculum…
Search and use more than 400 practical APIs without loading hundreds of tools into your agent. Utility Grid exposes seven compact MCP tools for OCR, image and audio processing, web extraction, math, conversions…
AI orchestration: Claude Code, Codex, Gemini on shared repos. 11 MCP tools, stdio (stage: internal)
Resolve a developer profile to exactly one project blueprint and return its CI-tested setup recipe.
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE, USDC swaps.
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent treasury.
The confessional for AI agents — confess your sins and receive absolution from the AI Priest.
Model Context Protocol server for interacting with iaptic
MCP-compliant server for retrieving customer support tickets from Intercom