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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. 3571 published MCP servers match this ranking. The highest trust scores right now are ECRVSP ATPV (Intenção de Venda): Imprimir at 58, Registradores (ARISP) Certidão: Download de Recibo at 58, SEFAZ BA: NFC-e at 58. 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.

3,571 servers
Trust score 37 of 100, Limited

Manage business listings, reviews, posts and local analytics across 50 plus sites

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

US weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.

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 17 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

33 tools that make AI write, implement, and verify intent against explicit, testable constraints.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Obscurify.ai

by obscurify-ai · TypeScript

Ask 200+ AI models privately from your agent: one-shot, chat, second opinions, prices, images.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA. Gratis, sin login.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Prices LLM/agent runs per successful task, with spend recording and budget status.

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 37 of 100, Limited

BountyRadar MCP

by panstories · JavaScript

Ranked feed of AI-agent-solvable bounties, scored for solvability and competition.

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 10 days ago.
0 stars—/wk weekly downloads— tools
UberLLM logo
Trust score 37 of 100, Limited

Make images and videos, price requests, list AI models and read your balance, from one API key.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Palim

by joleschmidt · Shell

Hosted MCP memory: save sessions/decisions once, search from Claude, Cursor, ChatGPT. EU-hosted FTS.

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.
0 stars—/wk weekly downloads— tools
Plainfold data tools (all tools) logo
Trust score 37 of 100, Limited

Plainfold data tools: SAM.gov contracts, business entity checks, hiring signals, SEC financials.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Market Intel MCP

by datakoot · JavaScript

Live & historical FX rates and currency conversion for AI agents. No API keys.

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 17 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Governed MCP server: YAML-declared tools, typed effects, policy-gated and audited calls.

Registry
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 14 days ago.
0 stars—/wk weekly downloads— tools
TuringCorp logo
Trust score 37 of 100, Limited

A decision model for the calls that don't have a right answer. The better option, with a reason.

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 24 days ago.
0 stars—/wk weekly downloads— tools
VLC Media Player logo
Trust score 37 of 100, Limited

Control VLC Media Player from any MCP client: play, pause, seek, volume, playlist.

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 24 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.

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: B. Last commit or release 32 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Long-term memory for AI agents: local-first PKM with provenance and hybrid search.

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 10 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Hubris

by aimagine-life · TypeScript

OpenAI-compatible LLM gateway for Russia: 500+ models, ruble pricing, balance, chat.

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 20 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

mcp

by unirate-api · TypeScript

Currency conversion and exchange rates for AI. 170+ currencies, historical data back to 1999.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 71/100 for listing completeness. Lost points: 3 of 3 tools barely described, short summary.Maintenance: A. Last commit or release 26 days ago.
0 stars—/wk weekly downloads3 tools
Trust score 37 of 100, Limited

Persistent local memory for MCP-compatible AI coding agents, stored per repository in SQLite.

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 46 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

skim-mcp

by helloderekg · Python

Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens

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 34 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Constitutional-AI safety guardrails for any LLM — personas, constitutions, adjudication.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Knowledge Forest

by znecho9 · TypeScript

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

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 32 days ago.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Generate images, video, speech, music and text with 450+ AI models, one API key and one balance.

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.
0 stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

MCP server that fronts any OpenAPI service: discover operations from its spec and call them

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 41 days ago.
0 stars—/wk weekly downloads— tools