LinkedIn MCP
Open-source MCP server for LinkedIn. Profiles, companies, jobs, and messages exposed to AI agents. 1,773 GitHub stars and 100 commits on main in the last 30 days. Top star count and top cadence in the productivity category.
“The dominant community LinkedIn MCP. 1,773 stars and 100 commits on main in the last 30 days. Top cadence in the directory. Selenium-based scraping under the hood; treat the LinkedIn ToS implications carefully before mounting in production agent flows.”
INSTALL THIS SERVER
{
"mcpServers": {
"linkedin": {
"command": "python",
"args": [
"-m",
"linkedin_mcp_server"
],
"env": {
"LINKEDIN_LI_AT": "YOUR_LI_AT_COOKIE"
}
}
}
}
{
"mcpServers": {
"linkedin": {
"command": "python",
"args": [
"-m",
"linkedin_mcp_server"
],
"env": {
"LINKEDIN_LI_AT": "YOUR_LI_AT_COOKIE"
}
}
}
}
{
"mcpServers": {
"linkedin": {
"command": "python",
"args": [
"-m",
"linkedin_mcp_server"
],
"env": {
"LINKEDIN_LI_AT": "YOUR_LI_AT_COOKIE"
}
}
}
}
{
"mcpServers": {
"linkedin": {
"command": "python",
"args": [
"-m",
"linkedin_mcp_server"
],
"env": {
"LINKEDIN_LI_AT": "YOUR_LI_AT_COOKIE"
}
}
}
}
{
"mcpServers": {
"linkedin": {
"command": "python",
"args": [
"-m",
"linkedin_mcp_server"
],
"env": {
"LINKEDIN_LI_AT": "YOUR_LI_AT_COOKIE"
}
}
}
}
6 TOOLS AVAILABLE
OUR ASSESSMENT
- 1,773 GitHub stars, top of productivity category.
- 100 commits on main in the last 30 days. Top cadence in the directory.
- Apache-2.0 license.
- Comprehensive surface: profiles, companies, jobs, messages.
- Active community maintenance.
- Selenium-based scraping rather than LinkedIn first-party API; expect breakage when LinkedIn changes the DOM.
- LinkedIn Terms of Service restrict automated scraping; review before production use.
- Requires LinkedIn account credentials in environment.
Credentials carry full account access; use a dedicated LinkedIn account scoped to the agent flow rather than personal credentials. LinkedIn detects automated activity; expect periodic re-authentication. Honour LinkedIn ToS in your jurisdiction before deploying.
Sales and recruiting teams running LinkedIn-driven workflows; founders building outbound agents that personalise per-profile; researchers who want LinkedIn profile data inside an agent loop.
TECHNICAL DETAILS
ADOPTION METRICS
// Reading this1,773 stars on stickerdaniel/linkedin-mcp-server. 100 commits on main in the last 30 days, top cadence in the directory.
// Reading thisPairs with Notion, Asana, Trello, Salesforce, Atlassian for productivity category coverage. Adds outbound-and-recruiting surface unique to LinkedIn.
SOURCES & VERIFICATION
We don't take any single directory's word for it. Before scoring, we cross-reference 4 public MCP sources, install the server ourselves against the clients we cover, and record when we last re-verified.
The same server, 4 different lenses. We reconcile these signals into our editorial score, which is why our number sometimes diverges from a directory-aggregate star count.
| Source | Their rating | Their star count | Their downloads | Last synced |
|---|---|---|---|---|
| AutomationSwitch This page | 4.5editorial | 1,773 | — | MAY 6, 2026 |
| PulseMCP | — unrated | unavailable | unavailable | MAY 6, 2026 |
| MCP.so | — unrated | unavailable | unavailable | MAY 6, 2026 |
| Glama | — unrated | unavailable | unavailable | MAY 6, 2026 |
| Smithery | — unrated | unavailable | unavailable | MAY 6, 2026 |
// Counts are directory-reported; we don't adjust them. Discrepancies usually come from different snapshot times or star-caching.
OTHER PRODUCTIVITY MCP SERVERS
Excel MCP Server
Manipulate Excel files locally or remotely with zero Microsoft Excel installation required. Three transport modes (stdio, SSE deprecated, Streamable HTTP recommended) and full coverage of formulas, formatting, charts, pivot tables, and conditional formatting. 3,767 stars.
Google Workspace MCP
Most feature-complete Google Workspace MCP available. One server covers Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms, Tasks, Contacts, Apps Script, Chat, and Custom Search. OAuth 2.1 multi-user support, stateless mode, and an MIT license with no CLA.
Obsidian MCP Tools
Obsidian MCP with semantic search via embeddings and custom Templater prompts. Distinct from the existing cyanheads/obsidian-mcp-server entry: this one focuses on search-and-retrieval workflows; the existing one focuses on vault read/write/edit. 797 stars and 8 commits on main in the last 30 days.
Canvas LMS MCP
Canvas LMS MCP with 80+ tools and 5 agent skills for students and educators. v1.3.0 released. FERPA-compliance documentation for educators; data-stays-private guidance for students. Hosted server option plus local install.
Obsidian MCP Server
Obsidian vault MCP server with read, write, search, and surgical edit tools via the Local REST API plugin. 14 tools, three search modes (text, Dataview DQL, JSONLogic), STDIO and Streamable HTTP transports.
Microsoft 365 MCP
Manage Microsoft 365 using MCP. Wraps the CLI for Microsoft 365 (the Patterns and Practices project) as an MCP server. 104 GitHub stars and 2 commits on main in the last 30 days.
DISCUSS YOUR
MCP REQUIREMENTS.
Evaluating a server, scoping an internal deployment, or working out whether MCP is the right fit at all. Start the conversation and we will point you at the right piece of the ecosystem.