Data MCP Servers

Ephemeral data sandbox for AI workflows with guardrails and security

Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.

Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.

Access live company and contact data from Explorium's AgentSource B2B platform.

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention

The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.

Query metrics, targets, entities, and team data in your Steep workspace via MCP.

Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back.

MySQL change tracking with instant row-level recovery and forensic attribution for compliance.

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

Read and write open-source flashcards through split read/write MCP tools.

Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics

Local-first, LLM-agnostic memory layer for AI assistants.

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

Deterministic safety, correctness & cost gate that vets Postgres SQL before your AI agent runs it.

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

Publish, update, and organize HTML and Markdown pastes on PasteHTML as the authorized user.

Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed clients in 11 languages.

Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF. Universal templating

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.

Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

Index your codebase. AI searches instead of re-reading files. 94% token savings.

Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.

Biologically-inspired persistent memory engine for Claude Code MCP agents

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

A secure, efficient, and intelligent MySQL server for the Model Context Protocol

Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.

25 tools for searching, analyzing, and exploring your iMessage history on macOS.

Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.

Local-first Garmin data warehouse: sync once to SQLite, analyze trends and correlations offline.

Split bills from your AI: read bills & balances, create equal splits, request settlements.

Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.

MCP server for libSQL/Turso, local or remote. Read-only by default, row caps, timeouts.

MCP server for MariaDB. Read-only by default, row caps, timeouts, secrets never logged.

MCP server for MySQL. Read-only by default, row caps, statement timeouts, secrets never logged.

MCP server for PostgreSQL. Read-only by default, row caps, timeouts, secrets never logged.

MCP server for SQLite databases. Read-only by default, row caps, statement timeouts.

Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.

MCP server for FastBCP — high-performance parallel database export to files and cloud

MCP server for FastTransfer — high-performance parallel data transfer between databases

MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet

MCP server for MigratorXpress — cross-platform database migration with parallel transfer

The trust and intelligence layer between AI agents and your database.

MCP server for Yandex Metrica API: list counters, goals and pull web-analytics statistics.

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

MCP server for Callimachus: local index and search of your AI coding-agent threads

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more

Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from your AI assistant.

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.

Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.

Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

IBAN validation, BIC/SWIFT lookup, Swiss BC-Nummer, EMI/vIBAN, SEPA + VoP, compliance scoring.

Local-first AI memory with causal graphs. Fully offline, zero config, your data stays local.

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

Individual-analyst context layer over MCP: bootstrap, reconcile, and remember your data context.

OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.

Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.

UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

MCP server exposing MySQL database functionalities as tools

Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.

Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI

Query any database in plain English or SQL through a guardrailed, read-only data layer.

MCP server for dbatools — exposes SQL Server management commands as MCP tools

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

Query 76 open data APIs — government, science, finance, environment, and more.

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.

Turn any GraphQL API into MCP tools. Zero config, zero code.

Local-first codebase intelligence MCP server for AI coding agents.

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

Read-only access to Quicken For Mac financial data: transactions, spending, and portfolios.

PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.

Stdio MCP server for MCHS schemas, validation, support status, and evidence.

Shared versioned state for multi-agent AI workflows

MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL

Local-first portfolio tracker for overseas investors. Claude reads and writes your finances via MCP.

Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.

Read-only Yandex Metrika MCP. Query visits, sources, geo, devices and more in plain language.

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL injection prevention.

JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.

MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.

Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets.

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

x402 ad recommendations, intent analytics, and machine-commerce demand reports.

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools for traffic, conver...

MCP server for PostHog — product analytics for AI assistants. Query events, persons, insights, da...

Static-analysis MCP server for Django models. 5 read-only tools. No DB, no boot, no creds.

Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT, forex, commodities.

MCP Toolbox for Databases enables your agent to connect to your database.

MCP Toolbox for Databases enables your agent to connect to your database.

MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.

Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.

Turkish public-tender (EKAP) award intelligence: firm histories, discounts, competition, red flags

Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.

Search 1,580 certification exam blueprints: domains, scoring, prerequisites, compare. No API key.

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Generate a ServiceBricks C# .NET microservice as a ZIP file.

Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

Connect RStudio to AI assistants for interactive R coding and data analysis.

Provision Postgres databases + webhooks from AI coding agents in one HTTP call.

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Local task scheduler and worker manager with MCP integration for Claude Desktop.

Read-only scripture-study engine: complete-or-fail concordance over Greek NT, Hebrew OT, LXX.

Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools

Coinmarketcap - 30 tools for data, metrics, and on-chain analytics

Etherscan Api - 71 tools for data, metrics, and on-chain analytics

Hyperliquid - 2 tools for perpetuals, options, and position data

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, DuckDB, MotherDuck.

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

Local semantic code search with Git history. Works offline, no API key needed.

Safety-aware MCP server for Linear issues, projects, cycles, and dependencies.

MCP server registry and marketplace - discover, install, activate tools on demand

Pipeline task management for AI agents - stages, dependencies, artifacts, claiming

Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

An open-source headless CMS for managing content models and entries.

Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Persistent memory + FTS5 search MCP server for Claude Code conversation history.

MCP Server that turns your AI agent into a localization expert with token-efficient i18n translation

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.

Cloudflare Workers MCP server: data-transform

Persistent memory MCP server. 29 tools, BM25+MMR+OOD retrieval, CFR-21 audit, code graph.

Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.

Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claude.

Persistent memory for Claude Code — offline, single-file, hybrid search.

PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.

Marketing analytics for local businesses — Instagram, ads, web traffic, SEO and reviews.

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.

Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.

Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.

MCP server for expense tracking, invoices, budgets, and financial insights directly in Claude

Swiss court decisions via entscheidsuche.ch, including federal and cantonal courts

Local-first MCP tools for searching and drafting from your X/Twitter archive.

MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.

Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.

Long-term memory for AI-coded codebases — agents log the why behind every change and read it back.

Portable AI memory as MCP tools: recall, read-only views, and one safe write.

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.

Catches when your project drifts from its own decisions. Local-first cross-agent memory MCP.

83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.

SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config.

MCP server for Umami Analytics API v2 — websites, stats, events, reports, and realtime

An AI business analyst for Odoo ERP (18+) — one-call reports with verdicts, over MCP

Encrypted inbox for AI agents — deliver reports and files, and submit email for human review.

MongoDB Model Context Protocol Server

Publish blog posts, manage drafts, generate AI cover images, and pull analytics from Misar.Blog.

Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN)

Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).

Python MCP server for MySQL database inspection and querying

Python MCP server for PostgreSQL database inspection and querying

Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.

Read-only MCP server for GCP Cloud Storage: list objects in a bucket.

Read-only MCP server for OneDrive: list files/folders via Microsoft Graph API.

Read-only MCP server for PostgreSQL: list schemas/tables, run guarded queries.

MCP server for RabbitMQ: publish messages, poll one message from a queue.

Read-only MCP server for S3-compatible storage: list buckets and objects.

Read-only MCP server for SharePoint: list, browse, and inspect files/folders.

MCP server for Neo4j Aura Database Instance Manager.

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

A simple Neo4j MCP server for creating graph data models.

MCP Neo4j Knowledge Graph Memory Server

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

Controlled SQL access gateway with policy, cost limits, tenant isolation, and safe tools.

SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering

Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment

PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.

Task spine + searched dead ends + approvals for AI coding agents. One brain, every device.

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

Data processing and visualization toolkit — 50+ chart types, raw data stays local.

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

SQLite MCP — query databases, inspect schemas, explain queries, export data.

Local-first persistent memory for AI coding agents.

Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

Read-only MCP server for aggregate HitKeep analytics and official documentation.

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

Read-only MCP for the Shopify Admin GraphQL API. 6 tools, full read surface, multi-store.

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only, local-first.

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

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

CSV <-> JSON MCP.

JSON tools MCP.

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.

Stdio MCP adapter bridging AI clients to pREST’s HTTP /_mcp endpoint for PostgreSQL APIs.

Wash-filtered intelligence for x402: categories, services, wash analysis, trends.

Persistent long-term memory for Claude: memory bank, fact cortex, dream consolidation, graph.

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

Solana on-chain intelligence — token scans, wallet profiling, bundle detection, 19 MCP tools.

MCP server for Postgres/MySQL/Redshift/SQL Server over SSH/SSM tunnels with secret providers.

Causal graph memory engine for AI agents with scoring, activation, and forgetting

IDA Pro MCP fusion with cache queries and multi-binary headless analysis.

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

JSON, YAML, TOML, INI config tools for AI agents

SQL formatting, schema visualization, migration generation

GitHub analytics - repos, PRs, issues, releases, contributors

JSON/YAML/CSV validate, diff, transform for AI agents

Personal finance MCP server with budgeting, analytics, and PostgreSQL.

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more

MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support

Multi-site analytics as tools: GA4, Search Console, Cloudflare edge, PageSpeed, insights.

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

MCP server for generating REST API boilerplate and Express endpoints.

MCP server for API testing: HTTP requests, cURL generation, health checks.

MCP server for Base64, URL, and HTML encoding/decoding

Encode/decode Base64, URL-safe variants, and file data

MCP server for generating changelogs from conventional commits.

Generate changelogs from git commit history

MCP server for code quality: complexity, duplicates, naming, refactoring.

MCP server for color palette generation and conversion — HEX, RGB, HSL

Convert between HEX, RGB, HSL color formats and generate palettes

MCP server for cron expression parsing, validation, and scheduling.

Build, explain, and validate cron expressions

MCP server for computing text diffs, comparing strings, and generating unified diff output.

Compare text and code, show differences with context

MCP server for .env file validation, parsing, and comparison.

Parse, validate, and manage .env environment files

MCP server for GitHub repo stats: stars, forks, contributors, activity.

MCP server for CSS gradient generation — linear, radial, conic

Build CSS linear and radial gradient values

MCP server for cryptographic hashing — MD5, SHA-1, SHA-256, SHA-384, SHA-512

Hash text with SHA-256, SHA-384, SHA-512 and compare hashes

MCP server for IP calculations: subnets, CIDR, ranges, network info.

IP address and subnet calculator, CIDR notation

MCP server for JSON processing — format, validate, diff, convert, minify, query, analyze

JSON processing — format, validate, diff, convert, minify, query, analyze

MCP server for JWT decoding and inspection

Decode and inspect JWT tokens — header, payload, expiry check

MCP server for generating production-ready HTML landing pages.

MCP server for placeholder text, fake names, emails, and addresses.

Generate placeholder text — lorem ipsum and alternatives

MCP server for markdown: tables, TOC, HTML conversion, formatting.

Markdown processing, TOC generation, HTML conversion

Meta MCP server that generates other MCP servers — the factory that builds factories

MCP server for SEO meta tag generation — title, description, Open Graph, Twitter Cards

Generate HTML meta tags and Open Graph metadata

MCP server for secure passwords, passphrases, and strength checking.

Generate secure passwords with configurable rules and strength check

MCP server for QR code data: URLs, vCards, WiFi configs, events.

MCP server for README.md generation from project metadata

Generate professional README.md files from project analysis

MCP server for regex testing, matching, replacing, and validation

Test, explain, and generate regular expressions

MCP server for SEO analysis: meta tags, headings, keywords, sitemaps.

MCP server for CSS box-shadow generation

Generate CSS box-shadow and text-shadow values

MCP server for timestamp conversion — Unix, ISO 8601, relative time

Unix/ISO timestamp conversion, timezone math, duration calc

MCP server for generating UUIDs (v4, v7), ULIDs, nanoids, random IDs.

Generate UUID v4/v7, ULID, nanoid, and random unique identifiers

MCP server for web scraping: URLs, links, metadata, CSS extraction.

Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.

Local-first memory for AI agents that reaches backward to find a failure's root cause.

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

Local-first, read-only MCP server for evidence-backed repository memory.

MCP server for retrieving Japanese stock market data via J-Quants API v2

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.

MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.

PostgreSQL MCP server for schema, query, health, security, and performance analysis.

MCP server for local SQLite database operations

SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

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

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

Query databases from AI agents using connections configured in DBX.

Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

SQL Server MCP with RAG capabilities for Windows (native ODBC support)

SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)

Self-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.

Cross-session WebFetch cache for Claude Code. Unlimited TTL by default, SQLite, MCP plugin.

MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

Provides programmatic access to Tiger Cloud services, databases, and documentation.

Real-time prediction market consensus data for AI agents

MCP server for ASAM ODS with Jaquel query tools, connection management, and data access

Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.

Serves coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.

Query SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

MCP server for CSV/JSON data transformation using YAML rules

MCP server for CSV/JSON data transformation using YAML rules

Plan, track, and learn from software projects — three MCP tools for the AI agent lifecycle.

One shared, durable memory for your AI coding agents — local-first, zero-dependency.

Shared per-repo space for Claude Code sessions: see activity, get collision warnings, notes.

Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.

Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.

Secure Umami Analytics MCP server for Cloud and self-hosted deployments

Deterministic local cross-service API-chain discovery for AI coding agents.

Official MCP server for WireBoard. Lets LLM agents query your analytics in conversation.

Local memory for Claude Code. Semantic recall across session history with zero API calls.

Federated local-first search across transcripts, files, KG, vectors, web and YouTube for AI agents.

A local causality ledger: records decisions and the reasons, for an agent to recall.

Local-first grocery price intelligence with a read-only MCP server.

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

Multi-protocol API mock server: HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, SOAP.

Multi-user tenancy library for MCP servers. Pairs, groups, bi-temporal shared state, DSGVO erasure.

Telegram channel analytics and statistics for AI agents, pay-per-call in USDC via x402.

Syslog receiver and MCP server for homelab log intelligence.

Syslog receiver and MCP server for homelab log intelligence.

MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.