MCP Servers 12,756
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DebtStack.ai
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC filings

Harmony
AI copilot for WeChat Mini Program - compile-fix, size analysis, compliance.
mcp
Run accessibility, contrast, and design token audits and file QA issues from your AI coding tool.

Sparql
MCP server exposing SPARQL query functionalities for LLMs

Touchgrass
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Chain
kogiQA MCP Web Browser
This web browser has been designed to help your agent debug and develop complex web applications.

Mychart
Connects to Epic MyChart patient portals: interactive login, list and download your own test results

Mem Context
Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation

Calculator
Exact arithmetic: one calculator tool over an AST allowlist, with integers exact at any size.

mcp-digger
Progressive on-demand access to .NET NuGet package source for AI coding agents.

Letswork
Real-time collaborative coding via MCP — two developers, one codebase

Opengist
Read, create, update and delete gists on a self-hosted Opengist instance

Gemini Researcher
Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage

Ai Consensus
Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

Discourse Extended
Discourse MCP server (stdio) with review-queue tools added.
Chronary
Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.

k8s AIops
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

Devicecloud
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

Coverageunlocked
AI-powered insurance denial appeals.

Cockpit
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins

Clutter
Generate synthetic companies, documents & data via the Clutter API (e.g.

Voyager Net
A safe, read-only, authorized audit of one host you own: DNS, ports, TLS, HTTP hygiene.
