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

Gojiberry D

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

CategoryWeight this runFuse MCPGojiberryEdge
Reliability16%204074Gojiberry +34
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27261Fuse MCP +11
Agent ergonomics13%16.25755Fuse MCP +2
Security & auth14%17.54532Fuse MCP +13
Payments & pricing10%12.53010Fuse MCP +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.83525Fuse MCP +10
Transparency & trust7%8.84959Gojiberry +10
Negative events≤1500
Total47.9 · D47.9 · D

Facts side by side

FactFuse MCPGojiberry
KindMCP serverHTTP API
VendorFuseAI, LLCSUPERFRUITS SAS (Gojiberry AI)
Hosted endpointhttps://mcp.fuseai.comhttps://ext.gojiberry.ai
TransportsStreamable HTTPHTTP, Streamable HTTP
AuthOAuthOAuth or key
PricingFreemiumPaid
x402nono
LicenceProprietary hosted service under FuseAI's terms of service. No public source repository foundProprietary service under Gojiberry's General Terms
Tools exposed290none
Read-only variant documentedyesno
llms.txtyesno
Last release2026-10-07none
Terms last updated2026-07-01no date given
Privacy policy last updated2026-07-01no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waiveryesnot 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

  1. 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
  2. Launch a campaign only on an explicit request. Creating one makes a draft, and update_campaign_status_tool starts real outreach
  3. Call get_credits_balance and get_credit_prices first. Every call needs at least 100 credits, and searches cost 2 credits a result
  4. Resolve filter values with lookup_filter_values or get_company_search_enums before search_people or search_companies
  5. Start long work with deep_research_start, then poll deep_research_status. A tool call has 60 seconds, and runs take 5 to 20 minutes

Gojiberry

  1. Send Authorization: Bearer <key> to https://mcp.gojiberry.ai. The value must start with the word Bearer or the connection fails
  2. Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads
  3. Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes
  4. 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
  5. Use the /enrich/email/async and /enrich/phone/async routes 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.

Other comparisons with Fuse MCP or Gojiberry

Machine-readable

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