CommunicationOnline
Agent Comms
Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
- GitHub stars
- 35
MCP servers: Global
Global describes the listing scope. Confirm service availability with the vendor.
Results
75 MCP servers
Knowledge and memoryOnline
Alaya Mcp
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
- GitHub stars
- 18
Productivity and collaborationOnline
anymd
Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.
- GitHub stars
- 1,057
Data and databasesOnline
ArcadeDB MCP Server
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
- GitHub stars
- 1,226
Developer toolsOnline
Arm MCP Server
Official Arm MCP server for code migration, optimization, and Arm architecture guidance
- GitHub stars
- 95
Developer toolsOnline
AsDecided
Read-only access to deterministic engineering decisions stored in a local repository.
- GitHub stars
- 300
Other toolsOnline
build123d MCP
AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.
- GitHub stars
- 135
Search and researchOnline
Companies House
UK Companies House public register: search companies, officers, ownership, filings and documents.
- GitHub stars
- 13
Knowledge and memoryOnline
Context Sync
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
- GitHub stars
- 189
Developer toolsOnline
CPU Performance Engineering
A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages
- GitHub stars
- 1,185
SecurityOnline
Crowdsentinel Mcp Server
AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics
- GitHub stars
- 204
Data and databasesOnline
csvql
Query CSV files with SQL via MCP. Fast, local, zero-config, read-only, sandboxable with --root.
- GitHub stars
- 30
Productivity and collaborationOnline
CV Forge
Forge powerful, ATS-friendly CVs tailored to any job - an MCP server for intelligent CV generation
- GitHub stars
- 30
Developer toolsOnline
e18e
The official e18e MCP server keeping your agent in check from installing bloated dependencies.
- GitHub stars
- 19
Developer toolsOnline
FSharp.Refactor
Offline analyzers that find and fix intent-hiding, slow or noisy F#, including agent-written code.
- GitHub stars
- 16
Search and researchOnline
Gemini
Model Context Protocol server for Google Gemini AI with chat, research, and grounding
- GitHub stars
- 34
Search and researchOnline
Google Knowledge Graph
Search Google's Knowledge Graph for structured information about real-world entities
- GitHub stars
- 13
SecurityOnline
Januscope
Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context.
- GitHub stars
- 32
Knowledge and memoryOnline
jevmem
Automatic project memory for Claude Code and Cursor; Codex and Claude Desktop over MCP.
- GitHub stars
- 133
Developer toolsOnline
Lm
Connect Claude to any OpenAI-compatible LLM endpoint and offload routine work to a local model.
- GitHub stars
- 121
Other toolsOnline
Lotus Wisdom
Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualization.
- GitHub stars
- 37
Developer toolsOnline
Mason
Engineering decisions, change impact, documentation audits, and CI evidence for coding assistants.
- GitHub stars
- 10
Health and scienceOnline
MetricBridge Apple Health
Ask your agent about your own Apple Health data: 194 metrics, 18 tools, local, 0 deps.
- GitHub stars
- 10
Developer toolsOnline
Metro MCP
MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP
- GitHub stars
- 85
Cities in Global
Categories in Global
Questions
Which cities in Global have the most MCP servers?
The cities in Global with the most MCP servers are Online (75 MCP servers).
What kinds of MCP servers are in Global?
Categories in Global: Developer tools, Search and research, Knowledge and memory, Data and databases, and Productivity and collaboration.
Published by MCPDirectory. How we check each MCP server.