Data & Analytics · Candid MCP + Claude
Candid MCP with Claude: Faster Funder and Nonprofit Research
The short answer
Claude connects to Candid through the Model Context Protocol (MCP), a secure standard that lets Claude read data from a tool with permissions you control. Once connected, Claude can search Candid's nonprofit organisation, funder and funding opportunity data and retrieve social-sector news in response to natural-language questions.
What is Candid MCP?
Candid is a nonprofit research service that holds data on organisations, funders and funding opportunities in the social sector. Its data helps grant seekers, philanthropy teams, researchers and advisers understand who is working on which issues and who is funding them. Candid MCP exposes this data so AI agents and chatbots can query it directly, alongside a direct API for teams that prefer to build their own tools.
How Claude connects to Candid MCP through MCP
The Model Context Protocol is an open standard that works like a universal adapter between Claude and other software. It lets Claude securely use a tool, reading information and taking actions, within permissions the organisation sets. With Candid MCP, Claude can reach Candid's research data without anyone copying files or exporting spreadsheets by hand.
Once connected, Claude can typically search for nonprofit organisations by mission or location, look up funders and their giving patterns, discover open funding opportunities, and pull relevant social-sector news. You ask in plain English, for example for funders who support youth literacy in East Africa, and Claude returns a structured summary you can review.
Access uses Dynamic Client Registration OAuth sign-in, so each user authorises the connection with their own credentials. Your team decides who has access, and sensitive outputs such as shortlists sent to donors can pass through a person for approval before they leave your organisation.
What you can automate
Funder shortlisting for grant seekers
A development officer describes a programme, its geography and its target beneficiaries. Claude queries Candid for funders with matching giving history and returns a ranked shortlist with the reasons each one fits. The officer checks the list against the organisation's relationships and priorities before any outreach begins.
Competitor and peer organisation mapping
A strategy team wants to know which nonprofits already work on a particular issue in a region. Claude searches organisation data, summarises mission, scale and focus areas, and groups results into a clear map. This helps leaders spot gaps and possible partners early in a planning cycle.
Open funding opportunity monitoring
A grants manager asks Claude to surface recent or open funding opportunities that match the organisation's focus. Claude gathers the relevant opportunities and their deadlines into one summary, so the team can decide quickly which calls to pursue.
Due diligence on prospective partners
Before signing a partnership, a programme director asks Claude to pull Candid information on a prospective nonprofit and recent sector news about it. Claude compiles a brief the director reviews, supporting a more informed decision without manual searching across many sources.
Sector briefings for leadership
A chief executive preparing a board paper asks for recent social-sector news and funding trends on a set topic. Claude retrieves and summarises the material, which the executive then edits and verifies before it reaches the board.
An end-to-end workflow: Grant prospect pipeline with CRM sync
TriggerA new grant research request is logged in the team's CRM by a programme lead.
Claude reads the research brief from the CRM record, including focus area, region and budget range.
Claude queries Candid MCP for matching funders and open funding opportunities.
Claude ranks the results and writes a short rationale for each prospect.
The grants manager reviews the shortlist and removes any funders the team should not approach.
Approved prospects are created as opportunity records in the CRM, with deadlines copied from the source data.
A summary is posted to the team's Microsoft 365 channel for the next planning meeting.
OutcomeResearch that once took several days of manual searching can typically be completed in a fraction of the time, with a clearer, reviewed pipeline of funder prospects in the CRM. Outcomes vary by organisation and data needs.
How we set it up
Free automation audit
We review how your team currently finds funders, organisations and opportunities, and identify the research workflows worth automating. You receive a clear recommendation at no cost.
Secure connection
We connect Claude to Candid MCP using Dynamic Client Registration OAuth sign-in, so each user authorises access with their own credentials. Access is limited to the data each role needs.
Workflow design
We design the end-to-end process across Candid and your other systems such as your CRM, Microsoft 365 and ticketing tools, with people approving any consequential step, such as contacting a funder.
Testing with real cases
We test the workflow against past research requests and grant cycles, checking the accuracy of results and the quality of summaries before anything goes live.
Launch, monitoring and training
We launch with audit logs and monitoring in place, then train your team on writing good research requests and reviewing Claude's output. Support continues as your needs grow.
Who benefits
- Development and grants officers
- Find relevant funders and opportunities in minutes rather than days of manual searching.
- Programme directors
- Quickly assess peer organisations and prospective partners before committing time or money.
- Chief executives and board secretaries
- Receive concise, sourced sector briefings ready for editing and board papers.
- Philanthropy and research teams
- Map the funding landscape across issues and regions to inform strategy.
Security and control
- Access is granted through Dynamic Client Registration OAuth sign-in, with each user authorising with their own credentials.
- Least-privilege permissions limit each role to the data it needs.
- People approve consequential actions, such as contacting funders or sharing shortlists externally.
- Audit logs record queries and actions so the organisation can review how information was used.
- Claude's summaries are checked by a responsible person before they inform decisions, and sources are verified against Candid's records.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can run Claude workflows that respect local data protection requirements, with access controlled by their own administrators. Indian organisations can align their workflows with the Digital Personal Data Protection Act, 2023. Organisations in the UAE and Saudi Arabia can meet local data protection laws through careful permissioning and monitoring. Hosting region is chosen during design to meet your specific data requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Candid MCP server do?
The Candid MCP server gives AI assistants like Claude a secure way to query Candid's nonprofit research data. It typically covers organisations, funders, funding opportunities and social-sector news. You ask questions in plain English and Claude retrieves the relevant records for you to review, without manual searching or exporting files.
Is connecting Claude to Candid secure?
Access uses Dynamic Client Registration OAuth sign-in, so each user authorises the connection with their own credentials. Permissions are limited to what each role needs, and audit logs record activity. Consequential actions can require human approval. Security depends on how the connection is configured, which we set up and test with you.
What can Claude do with Candid once connected?
Claude can typically search nonprofit organisations, look up funders and their giving patterns, discover funding opportunities and retrieve social-sector news. It can summarise and rank results and combine them with your other systems. It works within the permissions you set and does not replace human judgement about who to approach.
How long does setup take?
Timelines depend on how many workflows you want and how many systems they touch. A focused research workflow can often be designed, tested and launched in a few weeks after the free automation audit. We agree a timeline with you once we understand your requirements and existing tools.
What plan or permissions do I need?
You need an active access arrangement with Candid that permits API or MCP use, and an administrator who can approve the sign-in connection for your team. The exact arrangement depends on your Candid agreement, so we confirm it during the audit and advise on the permissions each user should hold.