MCP Servers 12,756

PaperBanana-CN

io.github.mituan-ai/paperbanana-cn

A✓Verified

Generate and evaluate academic diagrams and plots with independent model connections.

Orionbelt Semantic Layer

io.github.ralfbecher/orionbelt-semantic-layer

B✓Verified

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

Plumb

io.github.tathagat22/plumb-mcp

A✓Verified

Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.

Agentos

io.github.imran-siddique/agentos

C✓Verified

Build and manage policy-compliant AI agents with safety enforcement and compliance checking

Ipybox

io.github.gradion-ai/ipybox

B✓Verified

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

Transloadit Media Processing

io.github.transloadit/mcp-server

A✓Verified

Process video, audio, images, and documents with 86+ cloud media processing robots.

Stealthy Auto Browse

io.github.psyb0t/stealthy-auto-browse

A✓Verified

Self-hosted MCP server for stealth browser automation with human-like OS-level input.

Hypermnesia

io.github.cdeust/hypermnesia-mcp

A✓Verified

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

mcp

io.github.discourse/mcp

A✓Verified

Discourse MCP CLI server (stdio) exposing Discourse tools via MCP

Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots

Django ORM Lens

io.github.FROWNINGdev/django-orm-lens

A✓Verified

Django ORM static analysis MCP.

Discord MCP

io.github.cappyeo/discord-mcp

A✓Verified

Caller-owned Discord operations for AI agents with 209 typed tools and verifiable guild builds.

DocsMint

io.github.HiAi-gg/docsmint

A✓Verified

Self-hosted AI-native knowledge workspace with hybrid search, GraphRAG, and MCP.

mcp

io.github.appwrite/mcp

A✓Verified

Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs

Workflowy

io.github.mholzen/workflowy

A✓Verified

Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms

Time

io.github.yokingma/time-mcp

C✓Verified

Time MCP Server, giving LLMs time awareness capabilities.

State Memory MCP

io.github.putervision/state-memory-mcp

A✓Verified

Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.

Substack MCP ServerNew

io.github.marcomoauro/substack-mcp

A✓Verified

Manage Substack publishing, subscribers, analytics, reader feeds, comments, and images through MCP.

Meta Ads

io.github.mikusnuz/meta-ads

B✓Verified

MCP server for Meta Marketing API — Facebook & Instagram ad campaign management

Cisco Modeling Labs CML

io.github.xorrkaz/cml-mcp

A✓Verified

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

Music Studio

io.github.linxule/mcp-music-studio

A✓Verified

ABC sheet music + Strudel live coding studio with ext-apps widgets, harmony tools, and share links.

Token Enhancer

io.github.xelektron/token-enhancer

B✓Verified

Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.

Redmine Server

io.github.jztan/redmine-mcp-server

A✓Verified

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

VMware AIops

io.github.zw008/vmware-aiops

B✓Verified

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.