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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 LLM Pricing at 61, Achromat MOM at 61, Stashpad at 61. 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
Trust score 39 of 100, Limited

amnesic

by surajkgoyal · Python

Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.

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 11 days ago.
4 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

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 22 days ago.
4 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Magnemo

by magnemo-ai · Python

Persistent Memory for AI Agents, in plain local files. No network calls of its own.

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.
4 stars—/wk weekly downloads— tools
Marktplaats & 2dehands logo
Trust score 39 of 100, Limited

Search Marktplaats & 2dehands (NL/BE classifieds), vet sellers, compare prices, use your account.

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 16 days ago.
4 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Proof gate, undo and output trimming for Claude Code, Codex and OpenCode coding agents.

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 8 days ago.
4 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Scan skills, MCP configs, and agent content for injection and supply-chain risks. Offline, no LLM.

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 8 days ago.
4 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

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
Trust score 39 of 100, Limited

Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).

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 27 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

Operate Codex projects and tasks from a Chief of Staff with scoped access and durable receipts.

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 9 days ago.
3 stars—/wk weekly downloads— tools
Costory FinOps MCP logo
Trust score 39 of 100, Limited

FinOps agent MCP: one allocated view of cloud, AI and data costs for your team. Starter $300/mo

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 20 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Search, save, and download satellite scenes from ISRO's Bhoonidhi portal in natural language.

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 12 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

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
chronicle-mcp logo
Trust score 39 of 100, Limited

Local, private AI chat history search & memory: BM25 over your Cursor, Claude and ChatGPT chats.

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 16 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Servidor MCP com dados oficiais brasileiros: IBGE, Banco Central, INMET, Câmara e Senado.

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 8 days ago.
3 stars—/wk weekly downloads— tools
Shippo logo
Trust score 39 of 100, Limited

Shippo

by goshippo · JavaScript

Multi-carrier shipping for AI agents: compare rates, buy labels, track packages, validate addresses

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 31 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: A. Last commit or release 27 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

wordpress-mcp

by cvrt-jh · TypeScript

Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)

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

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

US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced, dated, no signup.

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 40 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

Registry
LicenseQualityMaintenanceLicense: C. GPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: A. Last commit or release 14 days ago.
3 stars—/wk weekly downloads— tools
AlgoVesta MCP Trading logo
Trust score 39 of 100, Limited

Trade 16 crypto exchanges + MetaTrader 5 from your AI assistant via one MCP connection.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. The license “CC-BY-4.0” could not be classified.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 26 days ago.
3 stars—/wk weekly downloads— tools