Discover Awesome MCP Servers

Video Quality MCP Server

Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.

discord-mcp-agent

A Model Context Protocol (MCP) server for Discord-based AI agent-user communication. Enables AI agents to communicate with users through Discord instead of IDE chat interfaces.

Alpaca Trading MCP Server

一个模型上下文协议服务器，它与 Alpaca 交易 API 接口，允许用户通过自然语言交互来管理投资组合、下单交易和访问市场数据。 (Alternatively, a slightly more formal translation:) 一个模型上下文协议服务器，该服务器与 Alpaca 交易 API 对接，使用户能够通过自然语言交互管理投资组合、执行交易并获取市场数据。

ideate MCP Server

Enables AI-augmented software delivery through an append-only process record, with hooks for capturing decisions, session outcomes, and commit boundaries, and provides session priming with recency-based context.

Obsidian remote MCP server

Enables remote access to Obsidian vaults from Claude.ai and Claude Code without needing Obsidian running, supporting multiple vaults with OAuth 2.1 and static token authentication. Provides note management tools like read, create, edit, delete, and search.

wishwood-mcp

MCP server for foldkit that exposes tools and resources for 7-prime spine folding, κ-band classification, and fold operations like fire, water, void, thunder, echo, and flower.

agnifolio-mcp

Official MCP server for Agni Folio, a free multi-currency wealth & portfolio tracker. 23 tools for holdings, performance, FIRE planning, crypto P&L, and confirm-gated writes — hosted endpoint with OAuth 2.1, plus a Docker stdio bridge in this repo.

mcp-security-feeds

Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RDF) with optional filtering, part of Pipeworx gateway.

mcp-elicitation-test

A minimal MCP server that raises elicitation requests from tool calls to test end-to-end elicitation workflows.

Another™ MCP Server for Binary Ninja

一个为 Binary Ninja 打造的又一个 MCP 服务器，带超能力 🥵

Jentic

Jentic

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries to view merge requests, code reviews, discussions, pipeline test results, and respond to comments directly from chat.

voice-notes-mcp

Read-only MCP server that exposes locally generated voice notes to any MCP client, allowing listing, searching, and reading transcripts, summaries, and knowledge graphs from voice-notes sessions.

huddle-mcp

A broker that queues agent requests (plans, questions, FYIs) and batches them by urgency into proposed meetings, leaving actual calendar booking to an attached calendar MCP.

ai-governance-controls

Provides AI governance controls as MCP tools for safety screening, risk classification, and red teaming of AI systems, returning structured governance reports.

MCP Customer Support Demo

Enables customer support operations such as order lookup, store credit, refunds, and audit log review through an agent using safe, typed MCP tools.

codex-mcp-bridge

MCP server for Claude Desktop to send prompts into a live Codex thread through a shared Codex app-server, preserving thread history, working directory, and model.

agenticschema

Turns the Schema.org markup already present in a webpage into MCP tools an AI agent can call, extracting JSON-LD, microdata, and RDFa to expose read-only and custom tools. It runs as a stdio or Streamable HTTP MCP server, enabling agents to interact with page entities without additional APIs or backends.

INDUSS Research Intelligence MCP Server

Provides an institutional research backend for AI assistants, with 15 tools for company, financial, funding, competitor, industry, and news intelligence, plus Markdown/PDF report generation, featuring deterministic source routing, extraction, validation, and citation generation.

RocketReach Local MCP

Provides local MCP access to RocketReach's REST API, enabling person and company search, profile lookups, and account management without OAuth.

imperal-mcp

Enables LLMs to build, validate, smoke test, and deploy Imperal apps using a declarative IR format directly from the editor.

QCM MCP Server

Enables quality crisis management through 10 MCP tools for problem-solving, decision-making, auditing, validation, and Infoseek collaboration, allowing structured handling of quality issues and governance assessment.

home-slice-mcp

MCP server providing mortgage calculation tools and live interest rates from Home Slice.

cheerio-mcp-bridges

A suite of four MCP bridges that enable orchestrator agents to drive local installed CLI coding assistants (Pi, Agy, Codex, Copilot) with secure, sandboxed prompts and session continuity.

keystone-mcp

An MCP server that retrieves contextual information from company resources and surfaces it to coding agents as rules, reasoning, skills, and commands.

autopedia

Enables AI tools to maintain a personal knowledge wiki via MCP, allowing users to add sources and ask questions grounded in their research.

Kremis

MCP server exposing a deterministic, local knowledge graph over stdio. Zero LLM calls in the bridge; answers are classified as Fact, Inference, or Unknown and persisted in redb (ACID, BLAKE3-hashed).

gulltoppr

Enables AI agents to resolve smart contract ABIs, read, encode, simulate, and prepare transactions across multiple blockchains via a REST API or MCP server, with no signing required.

ResumePilot MCP

Enables parsing a master resume, analyzing job descriptions for ATS/match scores, generating truthful tailored resumes, tracking applications, and producing PDF reports through Claude Desktop.

Memory Shell Detector MCP

A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.