Guru MCP. Search, structure, and manage enterprise knowledge from your agent.
Gemini Works with every AI agent you already use
…and any MCP-compatible client
Just plug in your AI agents and start using Vinkius.
Guru MCP Server manages your enterprise knowledge base. It lets your AI agent read, write, and search company wiki data directly.
You can list all knowledge cards, check collection metadata, or run a deep search across all internal documentation. It's the AI way to manage a company's source of truth.
What your AI agents can do
Create knowledge card
Creates a brand-new knowledge card in Guru.
Delete knowledge card
Removes an existing knowledge card.
Get card details
Retrieves the full content and metadata for a specific knowledge card.
You ask the agent a question, and it searches all cards to find the most relevant policy or answer.
You tell the agent to create, read, or update a specific knowledge card, handling the structured data for you.
You ask the agent to list all collections or boards, giving you a map of how your company knowledge is grouped.
You ask the agent to list user groups or workspace members to verify who has access to what information.
You run a simple check to make sure the agent can still talk to Guru without manual steps.
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Guru MCP Server: 12 Tools for Knowledge Management
These tools let your agent perform every action needed to manage a corporate wiki, from listing members to searching complex policies.
019d75accreate knowledge card
Creates a brand-new knowledge card in Guru.
019d75acdelete knowledge card
Removes an existing knowledge card.
019d75acget card details
Retrieves the full content and metadata for a specific knowledge card.
019d75acget collection details
Gets the metadata for a specific knowledge collection.
019d75aclist access groups
Lists all user groups defined in the Guru workspace.
019d75aclist knowledge boards
Lists all the main knowledge boards in your workspace.
019d75aclist knowledge cards
Lists all knowledge cards available in the workspace.
019d75aclist knowledge collections
Lists every collection used to organize knowledge in Guru.
019d75aclist workspace members
Lists all the individual team members in the workspace.
019d75acsearch knowledge base
Searches all available cards for content matching your query.
019d75acupdate knowledge card
Modifies the content or metadata of an existing knowledge card.
019d75acverify api connection
Checks the current connection status between the AI agent and Guru.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Guru, then connect any of our 4,700+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 4,700+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
What you can do with this MCP connector
This MCP Server connects your AI agent directly to your Guru knowledge base. It lets your agent read, write, and search all your company's wiki data using natural conversation. You don't have to open the dashboard; your agent handles the heavy lifting.
Searching the Knowledge Base
Your agent can search every single card in your knowledge base using search_knowledge_base. You ask a question, and the agent pulls the most relevant policy or answer from all your internal documentation. You can also list every single knowledge card available in the workspace with list_knowledge_cards, or get the full content and metadata for one specific card using get_card_details.
Managing Knowledge Cards
Need to change something? Your agent can update an existing card with update_knowledge_card or delete one completely with delete_knowledge_card. When you need to build something new, you just tell it to create a card with create_knowledge_card. This gives you full control over your structured data.
Mapping the Knowledge Structure
If you want to see how your company knowledge is grouped, your agent can list all the main knowledge boards with list_knowledge_boards, or list every collection used to organize knowledge with list_knowledge_collections. You can also check the metadata for a specific collection using get_collection_details. To get a full picture of the workspace, you can list all available access groups with list_access_groups or list every individual team member with list_workspace_members.
Checking System Status
Your agent can run a simple check to make sure it can still talk to Guru without you having to do anything manually. Use verify_api_connection to check the current connection status. You can also check the overall metadata for a collection using get_collection_details.
How Guru MCP Works
- 1 Subscribe to this server through the Vinkius Marketplace.
- 2 Input your Guru Email and API Token (found in Team Settings).
- 3 Use your AI client to send a command, and the server executes the necessary Guru API calls.
The bottom line is, your AI client manages your knowledge base through the Guru API, so you don't have to touch the dashboard.
Who Is Guru MCP For?
Knowledge Managers, Support Leads, and Internal Operations personnel need this. It cuts out the manual process of navigating dashboards and manually searching wikis. You stop spending time clicking through departmental tabs and start getting direct answers from your agent.
Checks the verification status of cards or updates entire internal wikis without opening the manual dashboard.
Gets a real-time overview of product documentation and troubleshooting guides using simple AI commands, instantly providing answers to agents.
Automates the retrieval of company policies and project boards by having the agent run specific tools.
What Changes When You Connect
- Search complex policies instantly. Instead of navigating three different departmental tabs, the
search_knowledge_basetool pulls the single, verifiable answer from all knowledge silos. - Control knowledge creation. Use
create_knowledge_cardandupdate_knowledge_cardto build or refine documentation directly via chat commands, eliminating the need to open the card editor. - See the full scope of your knowledge.
list_knowledge_collectionsandlist_knowledge_boardsmap out how your company organizes information, giving you an immediate structural overview. - Verify who can see what. Running
list_access_groupsorlist_workspace_memberslets you check permissions and scope, ensuring your agent only pulls authorized data. - Simplify complex queries. The agent handles the logic. You just ask the question, and the tool calls (
search_knowledge_base,get_card_details) return the answer, not a list of raw data endpoints.
Real-World Use Cases
Troubleshooting a product issue
A support agent needs the latest guide on a bug. Instead of searching through the internal wiki and manually filtering by date, the agent runs search_knowledge_base. It finds the specific card in the 'Product Documentation' collection, reads the details via get_card_details, and gives the agent the exact steps needed.
Updating a company policy
HR needs to change the 'Remote Work Policy'. Instead of finding the card, editing it, and republishing, the knowledge manager tells the agent to update_knowledge_card. The agent handles the content modification and ensures the source of truth is current.
Onboarding a new team member
A new hire needs to know who reports to whom. They ask the agent to list_workspace_members. The agent returns a clean list of team members and their roles, eliminating the need to manually check the organizational chart.
Auditing knowledge access
The security team needs to confirm who has access to sensitive data. They prompt the agent to list_access_groups. The agent returns a list of groups and their associated permissions, allowing the team to verify authorized scopes quickly.
The Tradeoffs
Manual Wiki Navigation
The user logs into Guru, clicks 'Collections,' then finds the 'HR' collection, then filters by 'Policy,' and finally clicks the card to read it. This takes 5-7 clicks and multiple context switches.
→
Just ask your agent: 'What is the current PTO policy?' The agent uses search_knowledge_base and returns the full, verified answer instantly. You never leave the chat interface.
Copying Metadata Manually
A knowledge manager needs to check the verification status of 50 cards. They open the dashboard, manually check the status of each, and record the dates. This is slow and prone to human error.
→
Use the list_knowledge_cards tool. The agent pulls all the necessary card metadata and verification status into a single, readable report for you.
Guessing the right scope
A user asks about 'data policy,' but it could refer to IT data or finance data. They waste time getting a vague list of 20 results across unrelated collections.
→
Use the list_knowledge_collections tool first. This maps out the available areas. Then, narrow your query to a specific collection, like 'Finance Policy,' and run search_knowledge_base.
When It Fits, When It Doesn't
Use this server if your team needs to treat the company wiki like a data source. You need to programmatically read, write, and query knowledge cards, collections, and boards. If your goal is simple viewing—like just reading a few articles—you might be fine with the native Guru interface. But if you need to integrate knowledge into a multi-step process (e.g., 'Find the policy, then draft a summary, then notify the team'), you need the full toolset. Don't use this if your only task is searching a single, small set of documents, as the overhead of managing the entire enterprise context isn't necessary.
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Guru. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
VINKIUS INFRASTRUCTURE
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on every call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 12 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Available Capabilities
Manually finding the right policy always feels like detective work.
Today, finding the correct company policy means logging into the wiki, navigating through different department collections, and clicking through multiple layers of folders. You copy and paste titles, you open tabs, and you cross-reference dates to make sure the information is current and correct.
With this MCP server, you just ask your agent. It runs the necessary tools (`search_knowledge_base`, `get_card_details`) and gives you the answer, complete with verification status. You get the single source of truth, right in the chat.
Guru MCP Server: Manage knowledge structures with `list_knowledge_collections`.
Before you can find a specific answer, you need to know where to look. Manually, you have to guess which department's collection holds the policy. You might check 'HR' and then check 'Legal,' wasting time on irrelevant boards.
The agent runs `list_knowledge_collections`. It gives you an instant, structured map of every knowledge silo. You know exactly where to focus your search, making every query faster and more accurate.
Common Questions About Guru MCP
How does the Guru MCP Server use the `search_knowledge_base` tool? +
The agent uses search_knowledge_base to look across all cards. It treats your query like a filter, pulling the top results from any collection, regardless of how deep or wide the knowledge base is.
Can I use `create_knowledge_card` to build a new policy? +
Yes. You prompt the agent to create a card, and it handles the entire card structure, making sure the new policy is recorded in the correct location.
What is the difference between `list_knowledge_cards` and `search_knowledge_base`? +
list_knowledge_cards just gives you a list of card titles and IDs. search_knowledge_base actually runs a search and returns the content that matches your query.
How do I check user permissions using `list_access_groups`? +
The agent runs list_access_groups to show all user groups. This lets you verify who has access, which is critical for auditing who can see sensitive policies.
Can I use `update_knowledge_card` to fix old info? +
Absolutely. You tell the agent what the new information is, and it uses update_knowledge_card to modify the card's content, keeping your knowledge base current.
How do I check the status of the connection using the `verify_api_connection` tool? +
The verify_api_connection tool confirms if your credentials are active and if the MCP client can talk to Guru. It runs a quick check that confirms your API token and email are set up correctly before you start working.
What happens when I use `delete_knowledge_card` on a card? +
Using delete_knowledge_card removes the specified card from the knowledge base. Be aware that this action is irreversible, so always confirm the card ID before running the deletion tool.
Can I use `get_collection_details` to see how knowledge is grouped? +
Yes, get_collection_details retrieves structured metadata for a specific collection. This lets you see the high-level organization, including associated boards and content types, before you search the knowledge.
How do I get an API Token for Guru? +
Log in to Guru, click your avatar > Team Settings > API Access, and you can generate a new user token there.
What is a 'Card' in Guru? +
A Card is the fundamental unit of knowledge in Guru. It contains a specific piece of information that can be verified by subject matter experts.
Can I search for knowledge across all collections? +
Yes! Use the 'search_knowledge_base' tool. It iterates across all enterprise knowledge silos to find relevant cards based on your query.
How do I find my Collection ID? +
Use the 'list_knowledge_collections' tool. The agent will return all accessible collections along with their unique IDs and names.
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
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