MCP servers tagged mcp
61K live MCP servers tagged "mcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp.
Roblox Studio Capture
Fixes Roblox Studio MCP capture_screenshot / capture_device_matrix returning solid magenta during a playtest — captures the real macOS window by ID instead.
Trybiut MCP
🟡 TryBiut MCP — official Model Context Protocol server so AI agents can use TryBiut (taxes, invoices, movements, pricing, reports). Public basic tools + gated private tools.
Npm Tools
MCP server for npm package analysis
Gitops Safe MCP
Read and validation-only GitOps MCP server for OpenTofu and Ansible
Portmap
Stop guessing localhost ports. Deterministic CLI + MCP maps declared configs, OS listeners, and env URLs into .portmap.json — so AI agents know what actually runs. No LLM. Pairs w…
Rogal
An MCP server for building Minecraft mods and datapacks: real command results, live logs, client control, and fake players
Fin Agent System Open
Production-minded financial research multi-agent system with LangGraph, RAG evaluation, MCP/A2A, FastAPI SSE, and auditable tool runtime.
Scopecheck
Static security auditing for Python MCP servers, trace reachable capabilities and incomplete analysis without executing target code.
Safe Runbook MCP
Policy-gated MCP server for version-controlled operational runbooks with dry-run planning and out-of-band approvals.
Bitemporal Memory
An MCP server written from scratch in pure stdlib, with two clocks: valid time and transaction time. Answers what the system BELIEVED at a past date, not just what was true.
RemaGraph
Lightweight MCP tool that captures the trail an AI coding agent leaves behind while working (task handoff / status update / discovered constraint), so the next agent can pick up w…
Numera MCP
Safe local-first MCP server for Numera workbooks.
Text To Cad
Describe a part in plain English, get a fully editable parametric Fusion 360 model. An LLM emits a validated JSON feature plan against 28 typed CAD endpoints, executed through an…
Openfab MCP
Open-source MCP toolkit for industrial manufacturing workflows — FANUC .LS analysis, STEP/STP CAD inspection, linting, and offline draft generation.
Solar Ops MCP
Explainable solar-operations tools for AI assistants: demo inverter sites, weather context, and panel-cleaning recommendations over MCP.
Maybole MCP
Find verified work emails and draft cold outreach from your AI assistant. 5 free contacts, strong finance coverage.
Finrisk Agent
AI-powered credit scoring with an explainable LangGraph agent, a FastMCP tool server, LightGBM + SHAP, and a live agent-reasoning dashboard.
Local Lore
Offline memory layer for Claude Code that indexes local session history and enables fast hybrid search (keyword + semantic) via a secure, fully offline Docker runtime.
Data Platform MCP Server
Enterprise MCP integration layer for PostgreSQL, Vertica, Airflow, logs, metadata and lineage with governed access controls.
African Markets
MCP servers for African markets: M-Pesa (Daraja), reconciliation, county data
Swiggy Syndicate MCP
Autonomous multi-person group ordering concierge and constraint-solving MCP server built on Swiggy Food API
Obstat
An auditable decision record for agent tool calls. The clearance is written down before the call runs.
AI Workflow Orchestrator
Classifies and prioritises incoming tickets, emails and logs, applies an auditable rules engine, triggers actions safely, and exposes the pipeline to agents over MCP.
LearnAgenticAI
Production-grade portfolio of 10 progressive Agentic AI projects built with LangChain, LangGraph, LangSmith, and MCP.
Faraday Webmcp
Clean and explore sensitive data by talking to it. A WebMCP workspace where the browser refuses to let the page make a network request.
Agent Plugins Doctor
Validate, diagnose, and safely fix Agent Plugins, Agent Skills, MCP configs, compatibility, and portability issues.
Rota Webmcp
Agent-collaborative shift scheduling on WebMCP. The agent proposes an entire rota; approval stays with the human. Built for the OpenAI WebMCP Challenge.
Claude Obsidian Memory
Give Claude Code a memory that survives between sessions, stored as plain Markdown in your Obsidian vault.
Para MCP
Model Context Protocol for Noeta: a dual-era server and client over stdio and Streamable HTTP, serving any para/tool source.
Zotmcp
An MCP server embedded in Zotero 10: search, read, annotate and manage your library from any MCP client
Ganglion
Real-time Windows computer use for AI agents over MCP: screen perception, bounded reflexes, closed-loop motor control, and experimental fly-connectome controllers.
Lodesman
Compiler-grade code intelligence over MCP — a language server's own answers, as agent tools
Mcphub Rs
Rust MCP gateway for supervised stdio servers, bounded Streamable HTTP, cancellation, policy, and execution records.
Geoverse Map Server
Lightweight, single-binary geospatial data server in Go (pure Go, no CGO): MVT vector tiles, WMTS, OGC API Features, PostGIS/MBTiles/GeoJSON/GeoPackage sources, built-in MCP endpo…
Obsidian Collaboration MCP
A small, safe MCP server that lets ChatGPT and other agents read and write an Obsidian vault.
Elyxndra Local
Private, local AI chat for macOS & Windows. Run open LLMs (Llama, Qwen, Mistral - any GGUF via llama.cpp, MTPLX on Apple Silicon) 100% offline on your own hardware: no account, no…
Remote Code
Secure Go control plane and CLI for remote workspace, process, PTY, and code-agent workflows over gRPC.
Forum Research MCP
Read-only bilingual MCP server for researching public Turkish and English forum discussions
Omnidebuglink Flutter
OmniDebugLink Flutter client SDK (Dart) — remote real-device debugging and AI-driven testing over MCP
Shopify Audit MCP
Connect Claude, Cursor, and other AI tools to a free Shopify store audit (SEO, speed, CRO, AI-visibility) via a remote MCP server. Docs + tested example clients.
Action Receipt
Deterministic per-action effect receipts for browser agents, as an MCP server: dispatch → settlement → delta → verdict, no model in the loop
Mathos Webmcp
Mathburst — a shared live math canvas where learners and AI tutors edit the same objects through 48 native WebMCP tools, with attribution and shared undo.
Trm Colombia
MCP server for Colombia's official USD/COP exchange rate (TRM)
Unsloth Local Agent MCP
Unofficial Windows stdio MCP bridge for delegating Codex tasks to local Unsloth Qwen models with aliases, safe progress, cancellation cleanup, bounded continuation, and single-fli…
Autorag
A curated retrieval memory that lives in the browser. Keep as you read, decide what stays, get cited answers — with a WebMCP surface on every page.
Logali MCP Hana
MCP server for SAP HANA and HANA Cloud: run read-only SQL, list schemas and tables, and describe table columns.
Imo
MCP server for French real-estate intelligence: DVF notarized sales, transparent comparables valuations, official rent indicators & gross yield, DPE, Georisques risks - zero API k…
Competitive Pricing Agent
Always-on autonomous e-commerce pricing agent on AWS — a 14-tool Amazon Bedrock ReAct agent that senses sales & competitor data, reasons, acts, and learns (epsilon-greedy). Includ…
Finance MCP Server Ko
Finance MCP Server (한국어 버전) — DART(정형 데이터), Toss증권(실행 계층), Telegram(비정형 애널리스트/투자자 의견)을 하나로 합친 MCP 서버
Starter Demo
Runnable TypeScript MCP server demo with tested tools, official SDK protocol proof, and CI.