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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. 3488 published MCP servers match this ranking. The highest trust scores right now are openInvest at 72, Knowl at 72, Selvedge at 72. 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.

3,488 servers
Trust score 65 of 100, Good

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

Registry
Deprecated
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

DeepThonk

by linxule · TypeScript

Provider-neutral OpenDeepThink reasoning server: generate, judge, rank, mutate.

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.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

brainllm

by miisodev · TypeScript

Self-hosted memory for LLMs in TriliumNext, structured by the server and editable by you.

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.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

mcp

by modelbrain · JavaScript

One memory for Claude, ChatGPT and Cursor, kept on your computer. Optional sync, encrypted first.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 60/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 18 days ago.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

Oxidized MCP

by mhajder · Python

MCP server for Oxidized network device configuration backups

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 5 days ago.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

Send and receive faxes from an AI agent: exact quotes, human approvals, delivery evidence, sandbox.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 95/100 for listing completeness. Lost points: short summary.Maintenance: A. Last commit or release 5 days ago.
0 stars—/wk weekly downloads15 tools
Trust score 65 of 100, Good

Owasp

by pipeworx-io · JavaScript

OWASP MCP — keyless.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 86/100 for listing completeness. Lost points: short summary.Maintenance: A. Last commit or release 9 days ago.
0 stars54/wk weekly downloads3 tools
Trust score 65 of 100, Good

Local Markdown task memory shared by Claude Code and Codex over stdio 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 5 days ago.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

Convert a web page URL to clean Markdown for LLM context. Local, no external API calls.

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 7 days ago.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

Measure Wine and macOS programs' GPU use on Apple silicon with Metal System Trace

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 20 days ago.
0 stars—/wk weekly downloads— tools
Assertify logo
Trust score 65 of 100, Good

Assertify

by romaklym · Python

Let AI agents use any website you're logged in to. Sessions stay encrypted on your machine.

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 5 days ago.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

TruthSpine

by timeprooflabs · JavaScript

Every chat checks your project before it answers. Needs the TruthSpine app: truthspine.app/download

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.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

Create and edit PDFs: text, Markdown, tables, metadata and pages, with Japanese font embedding.

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.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

mcp

by apipriceindex · Python

Live, verified LLM API prices and deals: free models, discounts, compare, costs, price changes.

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 2 months ago.
0 stars—/wk weekly downloads— tools
Trust score 65 of 100, Good

Read-only packet capture analysis with tshark: Diameter, GTP, SIP, RTP, SIGTRAN, DNS, TCP and TLS.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 64 of 100, Good

comfyui-mcp

by artokun · TypeScript

MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 12 days ago.
873 stars11.6K/wk weekly downloads— tools
Trust score 64 of 100, Good

Official remote MCP server for Archivist AI TTRPG campaign memory: characters, sessions, and more.

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.
4 stars—/wk weekly downloads— tools
Trust score 64 of 100, Good

Competitive intelligence and brand monitoring for AI assistants via Watchr.

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 53 days ago.
3 stars—/wk weekly downloads— tools
Trust score 64 of 100, Good

ppl personal CRM: contacts, relationship notes, birthdays and follow-ups for AI agents. Hosted MCP.

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.
2 stars—/wk weekly downloads— tools
Islam West Africa Collection (IWAC) logo
Trust score 64 of 100, Good

Read-only access to the Islam West Africa Collection via Hugging Face datasets.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 91/100 for listing completeness. Lost points: short summary.Maintenance: A. Last commit or release 11 days ago.
2 stars—/wk weekly downloads1 tools
Doxa MCP logo
Trust score 63 of 100, Good

Doxa MCP

by the-doxa-way · JavaScript

Record and hold prophetic encouragement for decades. Doxa's Bible (BSB) and encouragement tools.

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.
1 stars—/wk weekly downloads— tools
RightAIChoice — verified AI tool data logo
Trust score 63 of 100, Good

What changed, what died, what it costs, what survives: 8,000+ AI tools, verified and dated.

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 6 days ago.
1 stars—/wk weekly downloads— tools
SwarmMemo logo
Trust score 63 of 100, Good

Talk with agent swarms: rooms, private messages and paid tasks for AI agents

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: B. Last commit or release 3 days ago. Down one letter for 21 open issues against 1 stars.
1 stars—/wk weekly downloads— tools