MCP Servers 12,756

Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

Design System Extractor

io.github.freema/mcp-design-system-extractor

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MCP server for Storybook design systems — extract component HTML, styles and metadata.

Attio MCP Server

io.github.kesslerio/attio-mcp-server

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AI-powered Attio CRM access.

cloud-audit

io.github.gebalamariusz/cloud-audit

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AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

Nutrient DWS MCP Server

io.github.PSPDFKit/nutrient-dws-mcp-server

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Nutrient Processor + Data Extraction MCP: convert, OCR, sign, redact, and extract PDFs/Office docs.

Misata

io.github.rasinmuhammed/misata

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Multi-table synthetic data with FK integrity and exact declared aggregates.

Brainstorm

io.github.spranab/brainstorm-mcp

A✓Verified

Multi-model AI brainstorming debates with code review and quick perspectives

brain — the recorder

io.github.mordechaipotash/brain-mcp

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Records your Claude Code, Codex and Pi history before deletion.

Openaffiliate

io.github.sonpiaz/openaffiliate-mcp

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Search and discover affiliate programs with agent-ready data and commission details.

Paper Distill MCP

io.github.Eclipse-Cj/paper-distill-mcp

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Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

Gemini Cloud Assist

io.github.GoogleCloudPlatform/gemini-cloud-assist-mcp

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MCP Server for understanding, managing & troubleshooting your GCP environment.

Total Agent Memory

io.github.vbcherepanov/total-agent-memory

A✓Verified◆ advisory

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

HackMD

io.github.yuna0x0/hackmd-mcp

B✓Verified

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

Amazon Ads

io.github.tspicer/amazon_ads_mcp

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Amazon Ads API MCP server for Amazon Advertising API

Better Code Review Graph

io.github.n24q02m/better-code-review-graph

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Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Onecite

io.github.HzaCode/onecite

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Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

MikroMCP

io.github.AliKarami/mikromcp

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MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

trvl

io.github.MikkoParkkola/trvl

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Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries.

Unity API Documentation

io.github.Codeturion/unity-api-mcp

B✓Verified

Accurate Unity API docs (2022/2023/6) for AI agents.

Thoughtbox

io.github.Kastalien-Research/thoughtbox

B✓Verified

Extended reasoning with structured processes, persistence, and workflow guidance

Newsmcp

io.github.pranciskus/newsmcp

C✓Verified

Real-time world news for AI agents.

Join.Cloud

io.github.kushneryk/join.cloud

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Collaboration rooms for AI agents.

Mdma

io.github.MobileReality/mdma

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MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

theabbie

io.github.theabbie/theabbie

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Live info about theabbie (Abhishek Chaudhary) from theabbie.github.io/about.json