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MemoryAPI MCP server

Which MCP servers are MemoryAPI's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-26

← Back to MemoryAPI

Whose server it is
  • Registry nameorg.memoryapi/aiverified in the MCP registry

The registry name sits under memoryapi.org. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-26
  • Stateanswerschecked 2026-10-26
  • Tools3
  • Server calls itselfAgentAI
  • Server version1.0.0
  • Protocol version2024-11-05

On 2026-10-26 the server answered initialize and tools/list without a sign-in. First answer in 297 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: compare products by quality and price; check wallet balances and activity on EVM chains.
  • Checked on 1 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 1, the first on 2026-10-26
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
  • What an agent can do with it0 of 2 use cases
  • Answeredmeasuring1 of the 7 daily checks it takes to print a share
  • Median first answer452 ms
  • Space in an agent's context≈ 385 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Not saying whether it only reads or can destroy: 3 of 3

What an agent can do with it

  • not sure · screen tokens for safety scoring before trading
  • cannot · compare products by quality and price
  • cannot · check wallet balances and activity on EVM chains

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-26
  • get_ai_papers

    Get trending or searched AI/ML research papers from HuggingFace Papers. Returns trending papers for a given date or search results by keyword.

  • search_arxiv_ai

    Search arXiv for AI/ML papers by keyword and category. Returns recent submissions sorted by date.

  • search_dblp

    Search DBLP computer science bibliography for publications or authors. Free, no key required.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "ai": {
      "type": "http",
      "url": "https://ai.memoryapi.org/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http memoryapi https://ai.memoryapi.org/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://ai.memoryapi.org/mcp as a custom connector in the settings.

Other servers listed as MemoryAPI's
  • org.memoryapi/arbanswered on 2026-10-26, but not as an MCP serververified in the MCP registry
  • org.memoryapi/bioanswers, 3 toolsverified in the MCP registry
  • org.memoryapi/clinicalnot asked yetverified in the MCP registry
  • org.memoryapi/contractsnot asked yetverified in the MCP registry
  • org.memoryapi/cronnot asked yetverified in the MCP registry
  • org.memoryapi/definot asked yetverified in the MCP registry
  • org.memoryapi/econnot asked yetverified in the MCP registry
  • org.memoryapi/fecnot asked yetverified in the MCP registry
  • org.memoryapi/filingnot asked yetverified in the MCP registry
  • org.memoryapi/flightnot asked yetverified in the MCP registry
  • org.memoryapi/foodnot asked yetverified in the MCP registry
  • org.memoryapi/geonot asked yetverified in the MCP registry
  • org.memoryapi/globalnot asked yetverified in the MCP registry
  • org.memoryapi/healthnot asked yetverified in the MCP registry
  • org.memoryapi/intelnot asked yetverified in the MCP registry
  • org.memoryapi/legalnot asked yetverified in the MCP registry
  • org.memoryapi/marketnot asked yetverified in the MCP registry
  • org.memoryapi/monitornot asked yetverified in the MCP registry
  • org.memoryapi/nasanot asked yetverified in the MCP registry
  • org.memoryapi/newsnot asked yetverified in the MCP registry
  • org.memoryapi/patentnot asked yetverified in the MCP registry
  • org.memoryapi/predictnot asked yetverified in the MCP registry
  • org.memoryapi/propertynot asked yetverified in the MCP registry
  • org.memoryapi/repnot asked yetverified in the MCP registry
  • org.memoryapi/researchnot asked yetverified in the MCP registry
  • org.memoryapi/timenot asked yetverified in the MCP registry

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.