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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. 3565 published MCP servers match this ranking. The highest trust scores right now are knowledge at 62, supragnosis at 62, HallucC — Hallucination & Safety Guardian at 62. 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.

3,565 servers
Pi-hole MCP Server logo
Trust score 40 of 100, Fair

Manage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.

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.
9 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

HasData Airbnb

by hasdata · JavaScript

Airbnb stays by location and dates, and full listing details, as structured JSON.

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 11 days ago.
8 stars—/wk weekly downloads— tools
mozg logo
Trust score 40 of 100, Fair

mozg

by egorfedorov · TypeScript

Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps.

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: B. Last commit or release 33 days ago.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

clover-public

by fourleafai · JavaScript

Job search and interview prep MCP. 15 tools, OAuth 2.1, cross-LLM. four-leaf.ai.

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 51 days ago.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

OJP 2.0 journey planning, SIRI-SX disruptions, occupancy, fares, train formation

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 25 days ago.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

trust-oracle

by new1direction · TypeScript

Independent A-F trust grade for any MCP server, watched for drift. Free, never for sale.

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 13 days ago.
8 stars—/wk weekly downloads— tools
Covate logo
Trust score 40 of 100, Fair

Covate

by sunflowerslwtech · TypeScript

Learning sidebar for AI coding assistants: quizzes on your changes, debug memory, term explanations

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 14 days ago.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.

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 19 days ago.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Drive a real iPhone via macOS iPhone Mirroring; Xcode build/test automation for sims and devices.

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.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 81/100 for listing completeness. Lost points: 1 of 2 tools barely described, short summary.Maintenance: A. Last commit or release 11 days ago.
8 stars—/wk weekly downloads2 tools
Trust score 40 of 100, Fair

60-tool AI travel agent: flights, hotels, visas, weather, fare watching, trip memory. No keys.

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 36 days ago.
8 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Zero-LLM structural code retrieval for AI coding agents, served over MCP.

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 30 days ago.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Guardrails for LLM answers: exact checks against sources, PASS/REVIEW/FAIL, signed records.

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 23 days ago.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Self-hosted MCP memory for AI agents: persistent context with evidence-backed claims.

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.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

HasData Shopify

by hasdata · JavaScript

The public product catalogue and collections of any Shopify storefront, as structured JSON.

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 11 days ago.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

fedlex-mcp

by malkreide · Python

Swiss federal law, consultations (Fedlex) & TERMDAT terminology (LINDAS) via SPARQL

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 43 days ago.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

ctxfw

by heuristicolab · Python

Zero-egress AI Agent Firewall: SARA prompt injection defense, AST context pruning & MCP governance.

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 10 days ago.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

claude-agy-mcp

by pymodel · TypeScript

Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 90/100 for listing completeness. Lost points: short summary, no docs link.Maintenance: A. Last commit or release 8 days ago.
7 stars—/wk weekly downloads8 tools
Trust score 40 of 100, Fair

HasData DuckDuckGo

by hasdata · JavaScript

DuckDuckGo search as JSON. Ranked results, ads in their own array, 37 regions.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 54/100 for listing completeness. Lost points: no README, 4 of 5 tools barely described, short summary.Maintenance: A. Last commit or release 11 days ago.
7 stars—/wk weekly downloads5 tools
Trust score 40 of 100, Fair

warp-agent-mcp

by warpfreight · TypeScript

Quote, book, and track LTL, FTL, cargo van, and box-truck freight via the Warp API.

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 11 days ago.
7 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

ChainWeaver

by dgenio · Python

Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

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 22 days ago. Down one letter for 87 open issues against 6 stars.
6 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Authz, audit, policies.

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 7 days ago.
6 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Local-first AI memory: search your Claude Code, Codex, Claude desktop, Pieces and browser history.

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 21 days ago.
6 stars—/wk weekly downloads— tools
Trust score 40 of 100, Fair

Google Flights itineraries with fares, legs, carbon emissions and price history, as JSON.

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 11 days ago.
6 stars—/wk weekly downloads— tools