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Best of

Best AI and memory MCP servers

AI and memory servers store what an agent learns, retrieve from vector indexes, or call other models. Note where embeddings are computed and where memories are stored before you connect one. 3569 published MCP servers match this ranking. The highest trust scores right now are Korean Law MCP at 60, llmwiki at 60, tw-legal-rag at 60. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best AI and memory MCP servers is not a paid placement.

Best of

Full ranking

Every server that matches this ranking, ordered by trust score.

3,569 servers
Talamus logo
Trust score 39 of 100, Limited

Talamus

by ampres-ai · Python

Local-first, source-grounded memory that survives AI agent sessions.

Registry
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Uncensored image, image-to-video and chat generation for adult apps. OpenAI-compatible, pay per use.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 33 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

sepiace

by osaxyz · TypeScript

Long-term memory for AI agents. Pass one sentence, and it remembers, recalls, or forgets.

RegistryRemote
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 25 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

secret

by avhn · Go

Local, read-only, names-only secret metadata for explicitly approved stores. Never returns values.

Registry
LicenseQualityMaintenanceLicense: C. GPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 6 days ago.
3 stars—/wk weekly downloads— tools
OpenSERP logo
Trust score 39 of 100, Limited

OpenSERP

by openserpapi · TypeScript

Search Google, Bing, Yandex, Baidu, DuckDuckGo and Ecosia with original ranks, plus page extraction.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 13 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, groups, stats

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 15 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 31 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

FastMCP server for Apollo.io — 22 tools: sequences, campaign health, mailbox warmup, enrichment,…

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 60/100 for listing completeness. Lost points: no listed tools, short summary, no docs link.Maintenance: A. Last commit or release 15 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

comdirect

by mad4ms · Python

Read-only access to comdirect accounts, transactions, depots, orders and postbox documents.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 26 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

knock

by hasangilani · Python

Code map and memory for AI coding agents: key functions, line ranges, callers, why code changed.

Registry
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 7 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

A2CR

by a2cr · Python

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

Registry
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 39 days ago.
2 stars—/wk weekly downloads— tools
Legalize logo
Trust score 39 of 100, Limited

Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 18 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Apple Mail MCP

by jayvee6 · TypeScript

LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, reply, flag and delete.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 48 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Debug STM32 firmware on real hardware via GDB + OpenOCD/ST-Link/J-Link with decoded results.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 17 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Pursers

by swisspra · Python

Coordinate AI-agent work on a local-first, owner-controlled MCP board

Registry
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 11 days ago.
2 stars—/wk weekly downloads— tools
Willder logo
Trust score 39 of 100, Limited

Willder

by willderai · TypeScript

One memory for your AI agents: scoped, expiring, revocable per-agent tokens and an audit log.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 7 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

MCP server that gives your agent a library of its own tested, reusable scripts.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 6 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

kernal-mcp

by pintomatic · TypeScript

Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 17 days ago.
2 stars—/wk weekly downloads— tools
provjera.hr logo
Trust score 39 of 100, Limited

Croatian company data: registry, financials, licences, concessions, court notices, subsidies.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 14 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Space

by hugo-sequier · Python

One shared memory for all your AI agents: documents, tasks, databases and memories in one workspace

RegistryRemote
LicenseQualityMaintenanceLicense: C. AGPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 9 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

mailbox.bot

by arbengine · JavaScript

Hosted mailbox.bot postal MCP. $15/mo mailboxes are live now.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 18 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

publishready

by veldica · TypeScript

PublishReady: Deterministic writing control with local-first metrics and AI prose audits.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 31 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

mcp-server

by arkheiaai · Python

Detect fabrication and hallucination in any LLM output. 30+ models supported.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 23 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Search the official docs of Claude Code, Cursor, OpenAI Codex and MCP, refreshed daily.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 21 days ago.
2 stars—/wk weekly downloads— tools