MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
✓ Official
31 companiesPublished by the companies themselves — pick one to see everything they ship.
modelcontextprotocol10 servers
google2 servers
googleapis3 servers
microsoft3 servers
azure3 servers
github1 server
awslabs34 servers
bytedance2 servers
stripe1 server
cloudflare2 servers
vercel5 servers
figma1 server
makenotion1 server
atlassian1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm3 servers
getsentry3 servers
grafana1 server
hashicorp2 servers
firebase1 server
browserbase1 server
apify1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
e2b-dev1 server
exa-labs3 serversAI & Machine Learning
468 mcp serversGurobi MCP
★ 1Solve optimization problems formulated by an LLM using the on-device Gurobi solver.
llm-prices
★ 1Compare LLM API pricing across 22 providers (OpenAI, Anthropic, Google, Mistral, and more) — calculate costs, find cheapest models, 128 models covered.
Pincushion
★ 1Stakeholders pin feedback on your live app; your AI coding agent reads it via MCP and fixes it
QRRapido
QR Rápido is an ultra-fast QR code generator built for AI agents and automations.
MCP Bridge by Appfactor
Connect any API to any AI agent
ResultRail by LarryBuildsAI
Pay-per-success public-data result packs for AI agents with free quotes, source URLs, confidence, timestamps, and receipt hashes.
Pydantic Contract MCP
Paid remote MCP for Pydantic AI structured output, structured receipts, usage logs, and audit-ready evidence for agent and CI workflows.
AgentMemory Mesh MCP
Paid remote MCP for agent memory MCP, structured receipts, usage logs, and audit-ready evidence for agent and CI workflows.
agent-godmode
A Python MCP package that gives your LLM agents complete file system and shell capabilities — production-ready, sandboxed, and wired to any LLM in minutes.
MCP Developer Name
Returns the current developer's information.
BLACK_WALL
A pre-action risk gate your AI agent calls before any irreversible action — returns a risk score, named red flags, and a gate: proceed / confirm / human-required.
convention.sh
Stop your AI agents from writing sloppy TypeScript.
Bring Your AI
No-data MCP endpoint for Claude Code to Codex harness migration checks.
Contendeo
Give your agent eyes — multimodal video analysis MCP.
ZeroID Agent Identity
ZeroID Agent Identity is a paid hosted remote MCP for ZeroID. It exposes Streamable HTTP tool calls, bearer-token access, public server-card metadata, usage logs, and receipt-oriented JSON f
Equibles Agent Terminal
Equibles Agent Terminal is a paid hosted remote MCP for Equibles. It exposes Streamable HTTP tool calls, bearer-token access, public server-card metadata, usage logs, and receipt-oriented JS
AppSigma's App Store MCP
App Store data, built for AI agents
WhichModel
Cost-optimised LLM model routing for autonomous agents
AgentCost
Analyze AI agent session logs to find token waste and optimization opportunities. Free preview tier with cost breakdown; paid tiers for waste detection and recommendations.
szum
Render chart images from JSON configs with six themes, ten marks, PNG/SVG output.
conKurrence
AI evaluation toolkit — measure inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers
Squire
Remote runtimes for validation and offload jobs.
ShellAgent
An MCP server for executing shell commands, requiring Node.js 18 or newer.
AmazingMCP — MCP Server for .NET / C# Codebases
An MCP server that gives AI agents deep understanding of C# codebases via Roslyn — type search, dependency graphs, usage analysis, and architecture overviews, all from a live in-memory compilation.
Mong MCP Server
A moby-like random name generator for use with tools like Claude Desktop and VS Code Copilot Agent.
MCP Cost Tracker Router
Real-time cost awareness for MCP agent workflows — track spend, set budgets, and route by model pricing
K-bag
get prices and place order for kbag.se
vim-mcp-server
MCP server for driving Vim
JSON Diff
A JSON diff tool to compare two JSON strings.
Underground Cultural District MCP Server
23 free and paid tools for AI agents — UUID, JSON, Base64, hashing, JWT, regex plus 218+ digital goods from 22 shops at substratesymposium.com