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GET /v1/servers – MCP directory API reference- AlicenseAqualityBmaintenanceEnables agents to search and read help-center articles and to list, retrieve, and create tickets in a local SQLite support queue.5MIT
- AlicenseNot gradedqualityDmaintenanceEnables users to interact with PostgreSQL databases through natural language, with GitHub OAuth authentication and role-based access control.MIT
- FlicenseNot gradedqualityDmaintenanceEnables role-based order management through MCP tools, allowing users to view and refund orders according to their permissions (USER, MANAGER, ADMIN) with audit logging and JWT authentication handled by a FastAPI client.-
- FlicenseNot gradedqualityDmaintenanceEnables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.-
- FlicenseNot gradedqualityDmaintenanceEnables AI assistants to perform CRUD operations on a SQLite database, with all tools protected by Google OAuth 2.0 authentication.-
- AlicenseAqualityDmaintenanceA read-only DuckDB MCP server offering context-efficient analytics tools (list_datasets, describe_table, profile_column, explain, query) with a semantic layer for business rules, security guards, and disclosed truncation to help LLMs produce correct answers while minimizing token usage.5MIT
- AlicenseAqualityBmaintenanceEnables querying logs and metrics with plain SQL from any MCP client via pooml's read-only query API.310 npmApache 2.0
- AlicenseAqualityDmaintenanceAn MCP server that provides a USDA-accurate food database with deterministic macro math, enabling tools like list_foods, get_food, calculate_macros, filter_by_diet, build_meal, and list_available_tags. It allows Claude to look up nutrition facts and solve for exact macro targets offline, without AI or network.6MIT
- FlicenseAqualityCmaintenanceRead-only SQL MCP server for quantitative finance data (DuckDB) with stock quotes, financials, and historical K-lines, enabling cross-database JOIN queries.1-
- AlicenseAqualityAmaintenanceGive your AI agent the entire China A-share market: 55 datasets of prices, financials, capital flows, corporate events and futures/options, stored locally and queryable with read-only SQL. Built point-in-time with delisted stocks kept, so backtests don't lie — no account, no API key.126663 PyPI973Apache 2.0
- AlicenseAqualityBmaintenanceSearch, filter, and sample over a million competition and olympiad math problems (AMC, AIME, IMO, Putnam, MATH, Omni-MATH) by topic, contest, year, and difficulty, and fetch any problem's LaTeX statement with its answer, hints, and solutions where available.4426 PyPI1MIT
- AlicenseAqualityBmaintenanceOfficial SQAI MCP server: governed structured data access powered by Mojo kernels. 3 stdio tools: listSources (discovery), queryData (deterministic read-only queries + compute with provenance), explainQuery (dry-run validation). Introspection needs no credentials; execution requires a one-time free sqai login. npm: @thyn-ai/sqai-mcp. Source: packages/mcp. Registry: io.github.thyn-ai/sqai.4Apache 2.0
- AlicenseAqualityAmaintenanceRead-only-by-default MySQL/MariaDB, PostgreSQL and SQLite access for AI agents: explore schemas and foreign keys, search, sample, query and EXPLAIN with token-efficient TOON output. Writes only when enabled, always previewed and atomic.1139 PyPIApache 2.0
- AlicenseAqualityCmaintenanceProvides secure, read-only access to Snowflake data warehouses, enabling AI assistants to explore schemas, write queries, and analyze data with SSO authentication and smart caching.645 npm5MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that gives AI agents real-time access to Excel workbooks in OneDrive, answering natural-language questions with live data. It caches only sheet structure, never cell values, and fetches current ranges via Microsoft Graph for each query.115MIT
- AlicenseAqualityDmaintenanceMCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases107MIT
- AlicenseAqualityDmaintenanceEnables natural language querying of SQL databases by allowing the agent to explore schema, write SQL, and self-correct errors. It integrates with MCP-compatible assistants like Claude Desktop or Cursor.118 PyPI1MIT
- AlicenseAqualityBmaintenanceEnables secure interaction with MySQL databases through MCP, offering tools for SQL queries, schema inspection, and data sampling, with support for multiple databases, SSH tunnels, and safe write operations.31MIT

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AlicenseAqualityCmaintenanceA cooperative guardrail for AI agents that blocks destructive shell commands, SQL statements, or cloud operations until a human approves them out-of-band, with a tamper-evident local ledger.4AGPL 3.0- AlicenseAqualityAmaintenanceLets an agent query JSON files too large for its context: JSONPath with aggregation pipes, schema, field profiles, samples, identity-keyed diff, CSV and spreadsheet export, and checks that gate a file. Int64 IDs and decimals keep their exact digits, and zstd, Base64-Zstd and PostgreSQL bytea payloads open directly.412238 npm2MIT
- AlicenseAqualityBmaintenanceSelf-hosted governance layer between an AI assistant and your data: allow/deny policy, deterministic PII masking, row caps, and a hash-chained audit log with an Ed25519-signed receipt for every access, verifiable offline.41,216 npm3MIT
- AlicenseAqualityDmaintenanceProvides SQL access to the ANSES Ciqual French food composition database, enabling query of nutritional data for over 3,000 foods with full-text search support.1MIT
- AlicenseAqualityDmaintenanceMCP server providing read-only access to SQL Server databases for AI assistants, enabling schema exploration, query execution, and foreign key inference with token-efficient TOON responses.91MIT
- AlicenseAqualityBmaintenanceLets AI agents estimate the cost and result size of BigQuery and Snowflake queries before they run, then execute them only within per-call byte, row, and dollar bounds. Estimates are labeled with an accuracy tier so agents never over-trust an approximate figure.463 PyPI1MIT
- AlicenseAqualityCmaintenanceAn MCP server that gives AI agents access to configured databases (PostgreSQL, MySQL, Redshift, SQL Server) with SSH/AWS SSM tunnels, pluggable secret providers, and strict per-instance isolation.1073 npmMIT
- AlicenseAqualityBmaintenanceEnables agents to discover, inspect, and query municipal open datasets from data.seattle.gov through Socrata SODA2, with bounded reads, aggregates, and reference guidance.4MIT
- AlicenseAqualityBmaintenanceEnables natural-language querying and analysis of an e-commerce SQLite database via MCP, with read-only SQL execution, table inspection, and AI-generated answers.4MIT
- AlicenseAqualityDmaintenanceA secure MCP server for querying a subscription business database with AST-based SQL guarding, PII masking, audited two-step write actions, and a seeded demo dataset.8MIT
- AlicenseAqualityBmaintenanceRead-only MCP access to the p-e relay store: an append-only corpus of provenance-bearing coordination records, with tools to fetch a record by id, list records and replies, and check existence. This image serves a snapshot frozen at build time; append_relay is listed but refused, and deposits to the live store require an HMAC-signed request.6MIT