Servers

Servers expose tools and data to an agent over MCP. Install one when you need your agent to actually do something outside the conversation.

671 listings

Remote Servers Developer Tools Databases Cloud & Infrastructure Productivity Web Scraping Observability & Debugging

codeatlas-platform

Updated today

by giauphan

AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and semantic memory with Oracle 26ai. Analyze any codebase in minutes.

MIT★ 12

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hypotree

Updated 27d ago

by tygryso

Memory that forgets. A persistent, self-revising belief state for agentic R&D. Prunes dead branches and deduces answers without spending probes. (MCP Server)

MIT★ 12

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murmur

Updated 2d ago

by murmur-io

🎙️🧠 Local-first macOS meeting + document notebook — on-device Whisper transcription, source-linked notes, @brain and history Q&A, a read-only local MCP server, E2EE sharing, and plain Markdown exports. Run AI locally or explicitly opt into redacted cloud AI · AGPL-3.0

AGPL-3.0★ 12

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exomem

Updated today

by Artexis10

Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.

AGPL-3.0★ 11

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better-telegram-mcp

Updated 3d ago

by n24q02m

Telegram for AI agents -- messages, chats, media, and contacts across both bot and full user-account modes.

Apache-2.0★ 11

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@mailjet/mailjet-mcp-server

Updated 1mo ago

by mailgun

[![MCP](https://img.shields.io/badge/MCP-Server-blue.svg)](https://github.com/modelcontextprotocol)

Apache-2.0★ 11

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bifrost

Updated today

by BrokkAi

Multi-language static analysis for agents, editors, and large repositories.

LGPL-3.0★ 11

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mnemo-mcp

Updated today

by n24q02m

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Apache-2.0★ 11

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codeatlas-mcp-server

Updated today

by giauphan

Local-first MCP server for AI-powered codebase intelligence — AST analysis, dependency graphs, and semantic search. Your source code never leaves your machine.

MIT★ 10

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qlens

Updated 12d ago

by unknowbug

QLens — HDR image viewer (QuickView) + image manager with open tag database (qltag.db) + MCP server for AI agents. Plugin-based decoding: HEIC/AVIF/SVG/RAW/JXL; D3D11 HDR pipeline.

★ 10

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monobank-mcp-server

Updated 1mo ago

by akutishevsky

MCP server for integrating with Monobank API.

MIT★ 10

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renovate-mcp

Updated today

by tibuntu

An MCP server for designing Renovate configurations interactively

MIT★ 10

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renforge-mcp

Updated 3d ago

by alex-jordan547

MCP server, CLI, and web dashboard for Ren'Py visual-novel development — inspect, drive and debug a running game from an AI agent or the browser

MIT★ 10

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assay

Updated today

by Rul1an

Policy-as-code for MCP agents: deny risky tool calls before they run, prove what ran with verifiable evidence, and enforce egress in the kernel (eBPF/LSM, Linux). Deterministic, offline-first, bounded claims.

MIT★ 10

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agent-layer

Updated 7d ago

by conn-castle

A tool for unifying instructions, skills, and MCP servers for various coding agents.

MIT★ 10

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calc-mcp

Updated 2d ago

by coo-quack

MCP server with 21 tools for things AI is bad at — math, hashing, encoding, date arithmetic, and more.

MIT★ 9

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crystal-ball

Updated today

by bradleybond512

Tauri 2 desktop intelligence platform — Cesium.js 3D globe, 185 live panels, MCP server for Claude Code, and an explainable algorithm intelligence layer (truth scoring, evidence graph, compound risk, forecast calibration) plus shortage / weather / insights engines. 600+ deterministic tests.

★ 9

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Gnat

Updated 1mo ago

by var-raphael

Self-hosted, privacy-first analytics in a single Go binary. No Docker, no SDKs, no bloat, just POST JSON and go. Pageviews, custom events, funnels, cohorts, path analysis, and a built-in MCP server for AI agents.

★ 8

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