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Smithery.ai is a community directory of MCP servers. One CLI command to publish.
Update 2026-04-13 (R5 research): The original "no competitors in memory category" assumption is refuted. Pre-publish ranking-signal requirements have been added. See updated sections below. Original body preserved in git history.
Current state of the memory category on Smithery
Verified via Smithery API ?q=memory (see mnemoverse-distribution:research/R5-findings.md §1.1 + data/R5-competitor-presence.csv):
~20 memory servers already listed in Smithery under ?q=memory
Roughly another 18 unverified memory servers, most created in 2026-03, actively filling the category
Publishing a minimum-viable smithery.yaml today lands Mnemoverse around rank 20–30 in ?q=memory, not the open space the original ticket implied
Correction propagated to R5-findings.md, audit-analysis.md, and issues-backlog.md on 2026-04-13.
Pre-publish requirements (R5 §2.1)
Smithery uses Reciprocal Rank Fusion (RRF) on the description text as its primary search-match signal, plus a verified badge as a strong secondary boost. Before publishing, we need three things:
RRF-optimized description in server.json + smithery.yaml — see [SEO/GEO] Rewrite server.json + smithery.yaml description for Smithery RRF match #19 ([SEO/GEO] Rewrite server.json + smithery.yaml description for Smithery RRF match). Current description has "memory" once and no action verbs; mem0's rank-1 description has "memory" twice plus "semantic", "long-term", "save/search".
URL-based publish via smithery mcp publish <https-url> -n @mnemoverse/mcp-memory-server — this is the modern primary path; the stdio-only smithery.yaml path is still supported but not the ranking default.
Apply for verified status — process is undocumented, contact Smithery directly after publish.
Publishing without the description rewrite = rank 20-30 = near-zero installs. Do #19 first, this issue second.
~30 minutes for the publish itself, plus a 30-minute dependency on #19.
Why (updated)
Discovery: ~20 memory servers in Smithery's category. We need to rank ≤ 10 to matter.
Cross-platform: Smithery feeds multiple MCP clients — one publish propagates.
Competitive gap: Mem0 is rank 1 (verified + high useCount). Graphlit and Cognee are not on Smithery at all (data/R5-competitor-presence.csv). We have a clean shot at rank 2–3 if we execute the RRF rewrite properly.
Uncontested moat signal: Mnemoverse is already on the Official MCP Registry (v0.3.3, isLatest=true). Mem0, Graphlit, Cognee, and Anthropic's own server-memory reference are all absent from the Official Registry — a real, currently-uncontested moat we should reference in the description copy.
Sources
mnemoverse-distribution:research/R5-findings.md §1.1 + §2.1 + §5 — full Smithery teardown and pre-publish checklist
mnemoverse-distribution:research/data/R5-competitor-presence.csv — competitor presence map across 6 registries
mnemoverse-distribution:research/data/R5-registries.csv — raw registry field data
Phase 1 — Quick Wins
Smithery.ai is a community directory of MCP servers. One CLI command to publish.
Current state of the memory category on Smithery
Verified via Smithery API
?q=memory(seemnemoverse-distribution:research/R5-findings.md§1.1 +data/R5-competitor-presence.csv):?q=memorymem0ai/mem0-memory-mcp(useCount=385, rank [Phase 1] Publish to Smithery.ai MCP directory #1) andsupermemory(verified, rank [Phase 1] List on Glama / MCP.so / PulseMCP directories #2)smithery.yamltoday lands Mnemoverse around rank 20–30 in?q=memory, not the open space the original ticket impliedCorrection propagated to R5-findings.md, audit-analysis.md, and issues-backlog.md on 2026-04-13.
Pre-publish requirements (R5 §2.1)
Smithery uses Reciprocal Rank Fusion (RRF) on the description text as its primary search-match signal, plus a
verifiedbadge as a strong secondary boost. Before publishing, we need three things:server.json+smithery.yaml— see [SEO/GEO] Rewrite server.json + smithery.yaml description for Smithery RRF match #19 ([SEO/GEO] Rewrite server.json + smithery.yaml description for Smithery RRF match). Current description has "memory" once and no action verbs; mem0's rank-1 description has "memory" twice plus "semantic", "long-term", "save/search".smithery mcp publish <https-url> -n @mnemoverse/mcp-memory-server— this is the modern primary path; the stdio-onlysmithery.yamlpath is still supported but not the ranking default.verifiedstatus — process is undocumented, contact Smithery directly after publish.Publishing without the description rewrite = rank 20-30 = near-zero installs. Do #19 first, this issue second.
Steps (updated)
server.jsonandsmithery.yamlsmithery mcp publish <https-url> -n @mnemoverse/mcp-memory-server(URL-based flow)?q=memoryrankverifiedstatus via Smithery contact channeluseCountby distributing install links in README badges, docs, and the Mnemoverse websiteTest
?q=memoryon smithery.ai → Mnemoverse appears at rank ≤ 10 within 4 weeks of publishmemory_write/memory_readworks after installEffort
~30 minutes for the publish itself, plus a 30-minute dependency on #19.
Why (updated)
useCount). Graphlit and Cognee are not on Smithery at all (data/R5-competitor-presence.csv). We have a clean shot at rank 2–3 if we execute the RRF rewrite properly.isLatest=true). Mem0, Graphlit, Cognee, and Anthropic's ownserver-memoryreference are all absent from the Official Registry — a real, currently-uncontested moat we should reference in the description copy.Sources
mnemoverse-distribution:research/R5-findings.md§1.1 + §2.1 + §5 — full Smithery teardown and pre-publish checklistmnemoverse-distribution:research/data/R5-competitor-presence.csv— competitor presence map across 6 registriesmnemoverse-distribution:research/data/R5-registries.csv— raw registry field dataRelated
mnemoverse-distribution:research/R5-findings.md