MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
1	db-mcp (SQLite MCP Server) SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering	94	A	100	87	—	90	92
2	total-recall Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…	86	A	72	—	—	84	95
3	mcp-data-pipeline-connector Universal data connector for CSV, Postgres, and REST APIs via DuckDB	86	A	84	—	—	88	83
4	MCP Task Manager Server A local Model Context Protocol server providing backend tools for AI agents to …	86	A	82	100	—	42	95
5	sql-query-mcp A general-purpose MCP server that lets AI work with multiple databases within c…	85	A	72	—	—	76	95
6	nile-mcp-server Manage and query Postgres databases, tenants, users, auth using LLMs	85	A	94	73	—	65	89
7	Schedule Task MCP Enables creation and management of scheduled tasks with interval, cron, or one-…	85	A	88	100	—	48	95
8	PostgreSQL MCP Server Enables secure querying of PostgreSQL databases through MCP-compatible clients.…	85	A	82	100	—	61	81
9	Database Updater MCP Server A Claude integration that enables updating various database types (PostgreSQL, …	85	A	92	100	92	38	81
10	ogham-mcp Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), kn…	84	B	88	—	—	81	81
11	sqlite-mcp-server SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…	84	B	96	41	—	88	100
12	simple-memory-mcp 🧠 Persistent local memory for AI assistants across conversations. SQLite, no cl…	84	B	94	83	—	70	91
13	mcp-server-mysql	84	B	94	73	—	53	95
14	PostgreSQL MCP Server Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI…	84	B	94	58	—	90	92
15	Memory MCP Server SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …	84	B	84	100	—	53	95
16	MCP Local WP WordPress database access via Local by Flywheel. Execute read-only MySQL querie…	84	B	94	75	—	63	95
17	MariaDB MCP Server Enables AI assistants to securely interact with MariaDB and MySQL databases usi…	83	B	94	—	—	69	81
18	pg-aiguide Comprehensive PostgreSQL documentation and best practices, including ecosystem …	83	B	100	80	92	75	61
19	Querysharp MCP Server Enables AI assistants to analyze and optimize PostgreSQL database performance b…	83	B	94	65	—	71	83
20	bonnard Open-source agentic schema layer. Define metrics once in YAML, query governed d…	83	B	100	71	—	56	90
21	nist-mcp Provides structured access to the full NIST cybersecurity catalog, including SP…	83	B	84	—	—	45	95
22	Codebase MCP Server Enables AI assistants to semantically search and understand code repositories u…	83	B	100	87	—	42	81
23	MCP Feed Reader RSS/Atom feed reader MCP server with SQLite backend	83	B	72	82	—	69	95
24	mcp-server-mysql MySQL database integration in NodeJS with configurable access controls and sche…	83	B	94	66	—	86	80
25	Database Lookup Protocol (DLP) Provides AI assistants with read-only access to inspect database schemas, previ…	83	B	94	72	—	68	80
26	postgres_mcp	82	B	100	62	—	47	92
27	postgres_mcp PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…	82	B	100	62	—	47	92
28	mcpstat A Python utility for adding usage tracking, analytics, and audit trails to MCP …	82	B	86	52	—	81	95
29	mcp-server-mysql	82	B	94	71	—	50	95
30	MCP AI Memory Enables AI agents to store, retrieve, and manage contextual knowledge across se…	82	B	100	60	—	75	81
31	Minimalist Knowledge Base MCP Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…	82	B	80	62	—	78	95
32	Mind Keg MCP A persistent memory server that stores and retrieves atomic coding insights lik…	82	B	76	75	—	79	81
33	MCP-MySQL-Ops Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …	82	B	82	74	—	58	95
34	Universal DB MCP Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …	82	B	90	72	—	85	82
35	Virtual Filesystem PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…	82	B	78	75	—	78	82
36	mcp-local-memory Lightweight local memory for your AI agent. SQLite + embeddings, zero setup, no…	82	B	96	68	—	51	95
37	MongTap Enables LLMs to create, query, and manage MongoDB-compatible databases using na…	82	B	96	91	—	33	95
38	Cognio Persistent semantic memory server for MCP - Give your AI long-term memory that …	81	B	94	56	—	72	95
39	mcp-mysql-server Node.js-based MySQL database integration that provides secure MySQL database op…	81	B	96	60	—	50	89
40	DX MCP Server Enables AI applications to write and execute natural language queries on organi…	81	B	84	66	90	49	95
41	r3 (Recall) An intelligent memory MCP server that provides AI applications with semantic se…	81	B	86	65	—	82	76
42	Daily Calorie Tracker MCP Server Enables users to track daily calorie consumption by logging meals through natur…	81	B	90	100	—	44	91
43	mcp-sqlite Enables AI agents to query and explore SQLite databases through schema inspecti…	81	B	96	55	—	65	89
44	Supabase Coolify MCP Server Enables comprehensive management of self-hosted Supabase instances on Coolify, …	81	B	86	71	—	72	77
45	supermcp 🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…	81	B	100	60	—	46	90
46	MySQL MCP Server A powerful server that enables AI agents to interact with MySQL databases, exec…	80	B	100	66	—	45	81
47	Memorious MCP Provides AI assistants with long-term semantic memory capabilities through loca…	80	B	76	82	—	50	95
48	MySQL Database Server Enable AI models to interact with MySQL databases through a standardized interf…	80	B	96	58	—	63	81
49	kg-mcp A Knowledge Graph MCP server optimized for LLM context efficiency through compa…	80	B	90	86	87	25	82
50	Self-Hosted Supabase MCP Server A protocol server that enables interaction with self-hosted Supabase instances …	80	B	92	75	—	41	82

Showing 1–50 of 969 servers

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Database & Storage