MCP Servers

M

Media Generator — Images, Videos & Audios

saifs.ai

Generate marketing images, videos, and audio for campaigns, product content, and brand assets

O

Optimization Solver (LP / MIP Scheduling)

saifs.ai

Solve production, blending, transport and scheduling problems with LP and MIP

P

Payment Reconciliation & Matching

saifs.ai

Match bank receipts and payments to invoices with confidence, deductions and exceptions

S

Statistical Process Control & Anomaly Alerts

saifs.ai

Monitor metric streams with control charts and alert only on statistically real drift

P

Procurement & Supplier Selection

saifs.ai

Choose and rank suppliers, size orders and classify spend from delivery and purchase data.

D

Dynamic Pricing & Overbooking

saifs.ai

Set prices, protection levels and overbooking limits from demand and remaining capacity

R

Route & Logistics Optimizer

saifs.ai

Plan vehicle routes, job assignments and load packing from stops, fleet and constraints.

S

Scientific Calculator

saifs.ai

Exact arithmetic, algebra, calculus, physics, chemistry and finance with a checkable formula.

S

Synthetic Data — Random User

saifs.ai

Generate synthetic random user data for testing, demos, and development without using real personas

A

adaptive-recall

AIAppsAPI

Adaptive memory system with cognitive scoring, knowledge graph and self-improving ML.

A

AIBD Dev Container

gergelyszerovay

A preconfigured development container setup for AI-assisted development with Claude, based on VS Code Dev Containers with integrated Model Context Protocol (MCP) server for file system and shell operations.

🚀

🚀 Aider-MCP: AI Coding Server with Universal Auto-Detection

jacv888

Aider-MCP-Upgraded is a production-grade multi-agent AI coding system that combines Desktop Commander (DC) investigation capabilities with Aider's implementation power. Features 70%+ token reduction, modular architecture, and intelligent workflow automation through strategic agents

A

Aikount Mcp

mutonby

Spanish accounting for AI agents — issue invoices, OCR expense PDFs into deduplicated purchases, reconcile bank movements, and prepare the quarterly VAT return (Modelo 303) over the Aikount REST API. For autónomos, SMEs and gestorías. Works with Claude, Cursor.

P

Proxmox AIops

AIops-tools

Governed Proxmox VE VM and container ops: 43 MCP tools with audit, budget, undo and risk-tier guards.

A

Airtop MCP Server

alecf

An MCP server to talk to Airtop

A

Ai Skill Store

garasegae

Agent-first skill marketplace MCP server. AI agents discover, install, and share reusable skills across 7 platforms (Claude, Cursor, Windsurf, Cline, VSCode, Copilot, OpenAI) via MCP protocol. 15 tools including skill search, download, upload, and agent discovery

N

Notion MCP Server

Akira-Papa

Notion MCP server that enables manipulation of blocks, toggles and other features

K

keelyard

akobirjontulqinovfuture

Proof gate, undo and output trimming for Claude Code, Codex and OpenCode coding agents.

R

RTBlint

aleksUIX

Validate OpenRTB bid requests and responses against IAB specs. ARTF, Rust core

D

debugium

Algiras

AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++

P

polardbx-mcp

aliyun

A Model Context Protocol (MCP) server which provides tools and resources, allowing AI agent to interact with Alibaba cloud PolarDB-X databases

T

Tripwire

aliboIly

MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests and review game security

O

OuterSpace Apizr

Alien6-Studio

Python capability compiler: read-only analysis, experiment history/comparison and exposure planning

A

Alkemi Mcp

alkemi-ai

Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks and other sources, with your MCP Client.

A

Alpha Vantage MCP Server 📈

deepsuthar496

A simple MCP server that fetches real-time financial data from Alpha Vantage API. Get instant access to stock prices, crypto rates, and market indicators with easy-to-use commands.

C

CONTRI

alphasafal

Is this GitHub issue free to take, is the project alive, will maintainers reply? Read-only.

Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests

A

Amnesic

SurajKGoyal

Persistent semantic memory for SQL databases (Postgres, MySQL, MSSQL, SQLite). Annotate once, remember forever.

T

Talamus

ampres-ai

Local-first, source-grounded memory that survives AI agent sessions

A

Anaconda MCP

anaconda

Beta conda env/package MCP server; requires conda, auth, and Beta Terms

A

Analytical MCP Server

quanticsoul4772

Analytical MCP Server: Enhancing AI with Structured Problem-Solving Tools

Y

yahoo-mail-mcp

andesstriker

Read, search, move, and delete Yahoo Mail over IMAP — MCP server for Claude

B

bazos-mcp

andrijdavid

MCP server for interacting with Bazos.cz and Bazos.sk

M

muapi

Anil-matcha

Generate images, videos, and audio using 100+ AI models via muapi.ai

M

mcp-failure-lab

anilloutombam

Deterministic fault-injection server for testing how MCP clients handle failures and recover

A

Aether Cache

anishchugh05

Shared local memory for AI coding tools that stays true to your code.

M

Mnemolith

anishchugh05

Shared local memory for AI coding tools that stays true to your code.

S

sonde

anishmoncivarghese

Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it

W

Whiteboard MCP

ansuman-shukla

Local Excalidraw whiteboard your coding agent draws on live, and sees what you draw back

C

Cartograph

anthony-maio

Repo analysis for coding agents with ranked files, dependency maps and task-scoped context

A

Apiiro Guardian Agent

apiiro

Apiiro Application Security Posture Management (ASPM) tools for AI coding assistants

M

mcp-kit

aplaceforallmystuff

MCP server for Kit.com (ConvertKit): manage subscribers, tags, sequences, broadcasts

A

AlloFlow Document Remediation

Apomera

Local-first document accessibility remediation using the canonical AlloFlow app pipeline

A

atlas-mind

anakior.app

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

F

Flaim Fantasy

flaim.app

Fantasy analysis for your ESPN, Yahoo, and Sleeper leagues. Reads your leagues, never changes them.

K

Knowtis

knowtis.app

Create, search and manage Knowtis collaborative notes from AI assistants

O

OctoTrip Flights

octotrip.app

Free, no-login flight search with real-time pricing from multiple airlines

S

SwapWallet

swapwallet.app

Crypto wallet: balances, P&L, history. Swaps, transfers and withdrawals need Telegram approval.

A

Apple Apps Mcp

0xatrilla

Local macOS MCP server and setup app for Apple apps.

A

Apple MCP Server

gnosis23

No description yet

A

Apple Shortcuts MCP

as2811-project

Extend Claude's capabilities using MCP and macOS Shortcuts

A

aranet4-mcp-server

diegobit

Simple MCP server to manage your aranet4 device and local database

A

ArangoDB MCP Server

lucas-deangelis

Mirror of

A

archetypal-ai

archetypal-ai

Persistent memory for AI agents: recall, remember, checkpoint, soul preservation

V

verbaly

AronSoto

i18n for coding agents: extract, check and translate an app's text, with drafts a person approves

S

smart-context-mcp

Arrayo

Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

V

vedaksha

arthiqlabs

Vedic astrology and astronomical ephemeris: kundali, panchanga, dashas, vargas, transits

V

vedaksha-vedic-astrology

arthiqlabs

Vedic astrology and astronomical ephemeris: kundali, panchanga, dashas, vargas, transits

M

Marrow

aryawidjaja

Shared memory for parallel AI coding agents. Local, free, with rooms and file claims

L

Leteo

asanabrial

Persistent memory for AI coding agents: one Rust binary, one local SQLite database