Search and researchOnline
Books & Papers MCP Server
Federated search of books and papers, formatted citations, open-access retrieval and reading.
- GitHub stars
- 25
MCP servers: Global
Global describes the listing scope. Confirm service availability with the vendor.
Results
40 MCP servers
Cloud and DevOpsOnline
Dot Ai
AI-powered development platform for Kubernetes deployments and intelligent automation
- GitHub stars
- 339
Finance and cryptoOnline
Frihet ERP
AI-native ERP MCP: ES/EU fiscal compliance (VeriFactu/TicketBAI/Facturae), invoicing, tax, banking
- GitHub stars
- 12
Cloud and DevOpsOnline
GenieACS
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management
- GitHub stars
- 19
Developer toolsOnline
GitLab MCP Server
Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.
- GitHub stars
- 45
Search and researchOnline
Google News
Search Google News, get top stories and read articles. No API key or headless browser.
- GitHub stars
- 384
Productivity and collaborationOnline
Immich Photo Manager
Photo management for self-hosted Immich: search, albums, duplicates, faces, PDF reports. 94 tools.
- GitHub stars
- 61
Cloud and DevOpsOnline
Infrabroker
SSH & Kubernetes access broker for AI agents; the model never touches a credential.
- GitHub stars
- 13
Health and scienceOnline
Kaiord
Convert, validate, and inspect workout files (FIT, TCX, ZWO, Garmin Connect) for AI agents.
- GitHub stars
- 10
Developer toolsOnline
Kivgraph
Cross-repository semantic code intelligence for AI coding agents, from a local code graph.
- GitHub stars
- 23
Knowledge and memoryOnline
Local Memory
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
- GitHub stars
- 15
Developer toolsOnline
Mcp N8N
Operate and build n8n: 61 tools, 560-node catalog, validation, autofix, snapshots and backups.
- GitHub stars
- 21
Productivity and collaborationOnline
Notion Mcp Server
Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
- GitHub stars
- 179
Cloud and DevOpsOnline
Packet Tracer Mcp
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless.
- GitHub stars
- 14
Developer toolsOnline
Paparats MCP: Self-Hosted Semantic Code Search
Self-hosted semantic code search MCP for Claude Code & Cursor. Multi-repo, AST-aware, stays local.
- GitHub stars
- 34
Developer toolsOnline
PAPI: Persistent Adaptive Project Intelligence
Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.
- GitHub stars
- 11
Cloud and DevOpsOnline
Podman Mcp Server
A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
- GitHub stars
- 85
Developer toolsOnline
Rebase
Schema, database, document, user and dev-server tools for a Rebase backend project.
- GitHub stars
- 24
Developer toolsOnline
Roast My Design System
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.
- GitHub stars
- 114
Data and databasesOnline
skforecast-ai
Forecast time series in CSV files: deterministic skforecast workflows and the script that ran.
- GitHub stars
- 52
Search and researchOnline
Talkthrough
Local MCP server: recordings or public video URLs into transcript, frames, OCR, wall-clock evidence.
- GitHub stars
- 32
CommunicationOnline
Thunderbird Cli
Give AI agents full read/write email access via Mozilla Thunderbird. Zero credentials.
- GitHub stars
- 65
Developer toolsOnline
WebPerf Snippets
Measure Core Web Vitals and debug web performance with 56 snippets in a headless Chromium
- GitHub stars
- 1,456
CommunicationOnline
WireCat MAX
Your MAX account and bots for agents: read, search, send messages. Sign in with the max CLI first.
- GitHub stars
- 10
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 (40 MCP servers).
What kinds of MCP servers are in Global?
Categories in Global: Developer tools, Cloud and DevOps, Other tools, Data and databases, and Search and research.
Published by MCPDirectory. How we check each MCP server.