Head to head · Lead search · October 2026 research run
Fuse MCP vs Gojiberry
Fuse MCP and Gojiberry score within a point of each other on agent readiness, 47.9 (D) and 47.9 (D). Gojiberry leads on reliability and transparency & trust. Both do lead search.
Which one, for what
Fuse MCP D
Good for Suited to a salesperson or founder who wants an assistant to build prospect lists, enrich them and run email and LinkedIn outreach inside one Fuse account.
Ahead on
- Schema & documentation, 72 against 61
- Security & auth, 45 against 32
- Payments & pricing, 30 against 10
- Maintenance & community, 35 against 25
Watch for
The only OAuth scope is mcp:tools, so a connection can do everything its user can, including sending email and LinkedIn messages
Good for A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.
Ahead on
- Reliability, 74 against 40
- Transparency & trust, 59 against 49
Watch for
API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through x-impersonate-user-id
Score by category
| Category | Weight this run | Fuse MCP | Gojiberry | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 40 | 74 | Gojiberry +34 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 72 | 61 | Fuse MCP +11 |
| Agent ergonomics | 13%16.2 | 57 | 55 | Fuse MCP +2 |
| Security & auth | 14%17.5 | 45 | 32 | Fuse MCP +13 |
| Payments & pricing | 10%12.5 | 30 | 10 | Fuse MCP +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 35 | 25 | Fuse MCP +10 |
| Transparency & trust | 7%8.8 | 49 | 59 | Gojiberry +10 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 47.9 · D | 47.9 · D |
Facts side by side
| Fact | Fuse MCP | Gojiberry |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | FuseAI, LLC | SUPERFRUITS SAS (Gojiberry AI) |
| Hosted endpoint | https://mcp.fuseai.com | https://ext.gojiberry.ai |
| Transports | Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | Proprietary hosted service under FuseAI's terms of service. No public source repository found | Proprietary service under Gojiberry's General Terms |
| Tools exposed | 290 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-10-07 | none |
| Terms last updated | 2026-07-01 | no date given |
| Privacy policy last updated | 2026-07-01 | no date given |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | yes |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
Verdicts
Fuse MCP
The server documents 290 tools with read-only and destructive annotations, OAuth with PKCE and dynamic client registration, and published limits of 60 requests a minute. The single mcp:tools scope grants everything the user can do, sends happen at once with no undo, and no status page, changelog or security contact was found.
Gojiberry
A public OpenAPI file with 49 operations, a free masked lead search and a published limit of 100 requests a minute make the API easy to plan against. Keys have no scopes, writes can start LinkedIn outreach from a connected account, and LinkedIn's User Agreement bars the scraping and automated messaging the product depends on.
Before you call either
Fuse MCP
- Keep the client's approval prompt on for every tool that is not read-only. Sends, CRM pushes and Slack posts run at once with no undo
- Launch a campaign only on an explicit request. Creating one makes a draft, and
update_campaign_status_toolstarts real outreach - Call
get_credits_balanceandget_credit_pricesfirst. Every call needs at least 100 credits, and searches cost 2 credits a result - Resolve filter values with
lookup_filter_valuesorget_company_search_enumsbeforesearch_peopleorsearch_companies - Start long work with
deep_research_start, then polldeep_research_status. A tool call has 60 seconds, and runs take 5 to 20 minutes
Gojiberry
- Send
Authorization: Bearer <key>to https://mcp.gojiberry.ai. The value must start with the word Bearer or the connection fails - Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads
- Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes
- Search with POST /v1/directory/leads/search for free, then reveal only the ids you need at 0.5 credit each, up to 100 a request
- Use the
/enrich/email/asyncand/enrich/phone/asyncroutes and poll GET /v1/contact/{id}. The synchronous routes can take minutes
Questions
Which is better for AI agents, Fuse MCP or Gojiberry?
Fuse MCP and Gojiberry score within a point of each other on agent readiness, 47.9 (D) and 47.9 (D). Gojiberry leads on reliability and transparency & trust.
Do Fuse MCP and Gojiberry need an API key?
Fuse MCP uses an OAuth sign-in. Gojiberry takes an API key or an OAuth sign-in.
Can an agent call Fuse MCP and Gojiberry without installing anything?
Yes. Fuse MCP has a hosted endpoint at https://mcp.fuseai.com and Gojiberry at https://ext.gojiberry.ai.
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Machine-readable
- This page as Markdown
/compare/fuse-mcp-vs-gojiberry.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/fuse-mcp.json·/api/v1/tools/gojiberry.json - From a terminal
anchor compare fuse-mcp gojiberry(the CLI) - Over MCP
compare_tools {"a": "fuse-mcp", "b": "gojiberry"}at/mcp, no key