MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	mcp-psycopg2 MCP server that exposes PostgreSQL database operations via psycopg2, including …	81	B	78	—	—	67	95
52	mcp-ssh-manager Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…	81	B	88	61	—	84	81
53	Daily Calorie Tracker MCP Server Enables users to track daily calorie consumption by logging meals through natur…	81	B	90	100	—	44	91
54	supermcp 🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…	81	B	100	60	—	46	90
55	Supabase Coolify MCP Server Enables comprehensive management of self-hosted Supabase instances on Coolify, …	81	B	86	71	—	72	77
56	r3 (Recall) An intelligent memory MCP server that provides AI applications with semantic se…	81	B	86	65	—	82	76
57	mcp-mysql-server Node.js-based MySQL database integration that provides secure MySQL database op…	81	B	96	60	—	50	89
58	mcp-sqlite Enables AI agents to query and explore SQLite databases through schema inspecti…	81	B	96	55	—	65	89
59	LumenCore Provides AI coding assistants with persistent project memory to retain architec…	80	B	90	60	—	53	95
60	mcp-datalink MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…	80	B	85	61	—	64	92
61	Self-Hosted Supabase MCP Server A protocol server that enables interaction with self-hosted Supabase instances …	80	B	92	75	—	41	82
62	MCP SQL Server Enables querying and managing PostgreSQL and MySQL databases through natural la…	80	B	84	100	—	29	81
63	kg-mcp A Knowledge Graph MCP server optimized for LLM context efficiency through compa…	80	B	90	86	87	25	82
64	Jane Jane is an MCP server that transforms team documentation and project specificat…	80	B	94	73	—	23	95
65	MySQL MCP Server Enables AI models to interact with MySQL databases through a standardized inter…	80	B	96	58	—	63	81
66	Cursor DB MCP Server Enables querying, searching, and analyzing Cursor IDE conversation history from…	80	B	94	63	—	45	90
67	MySQL MCP Server A powerful server that enables AI agents to interact with MySQL databases, exec…	80	B	100	66	—	45	81
68	Memorious MCP Provides AI assistants with long-term semantic memory capabilities through loca…	80	B	76	82	—	50	95
69	@contextable/mcp A persistent AI memory server that enables storage and retrieval of context and…	79	B	94	65	—	57	82
70	mysql_mcp_server MySQL database integration with configurable access controls, schema inspection…	79	B	90	52	—	72	87
71	mnemo-mcp Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…	79	B	76	68	—	83	83
72	saga-mcp A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics…	79	B	90	58	—	75	90
73	Express-REST-API-and-MCP-Server-Framework Express REST API and MCP Server Framework is a comprehensive development framew…	79	B	96	56	—	90	95
74	MySQL Navigator MCP MySQL Navigator MCP	79	B	88	75	—	34	90
75	Prior — Knowledge Exchange for AI Agents Stop paying for your agent to rediscover what other agents already figured out.…	79	B	88	—	—	61	81
76	Kratos MCP Ultra-lean memory system for AI coding tools that stores project knowledge loca…	79	B	90	56	—	63	90
77	PostgreSQL Database Management Server Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamlin…	79	B	94	82	—	55	90
78	Database Bridge MCP Server Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…	79	B	90	68	—	58	81
79	PostgreSQL MCP Server Enables natural language interaction with PostgreSQL databases, supporting quer…	79	B	100	—	—	40	81
80	MySQL MCP Server Enables LLMs to query and analyze data across multiple MySQL databases with ent…	79	B	84	—	—	67	81
81	Firestore MCP Server Enables AI assistants to interact with Firebase Firestore databases through ful…	79	B	90	65	—	51	81
82	agentmako Local-first codebase intelligence engine. Gives coding agents structured contex…	79	B	60	—	—	89	95
83	Unified Salesforce Documentation MCP Server Enables LLMs to scrape, index, and search modern and legacy Salesforce document…	79	B	94	61	—	51	89
84	Qdrant Retrieve MCP Server Enables semantic search across multiple Qdrant vector database collections, sup…	78	B	100	75	—	41	82
85	MCP PostgreSQL Server Enables secure read-only access to PostgreSQL databases, allowing users to list…	78	B	100	58	—	51	77
86	supabase-mcp-guard A local policy wrapper for Supabase MCP that secures access tokens and enforces…	78	B	66	—	—	74	95
87	postgres-scout-mcp Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	78	B	80	65	—	50	95
88	dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite	78	B	60	—	—	86	95
89	Better Google Search Console Downloads your entire Search Console dataset into a local SQLite database, then…	78	B	88	60	—	52	95
90	Food Tracker MCP Server Enables tracking food intake and nutrition using the USDA FoodData Central data…	78	B	90	63	—	53	81
91	MCPGate MCPGate aggregates multiple MCP servers into a single unified endpoint, enablin…	78	B	90	—	—	56	81
92	read-only-local-mysql-mcp-server MCP server for read-only MySQL database queries in Claude Desktop	78	B	63	100	—	73	95
93	Tages Enables AI coding agents to maintain persistent, cross-session memory of codeba…	78	B	60	—	—	85	95
94	Redis Provides access to Redis databases. This server enables LLMs to interact with R…	78	B	96	63	—	41	78
95	DevFlow MCP Provides AI agents with persistent, searchable memory using a knowledge graph s…	78	B	96	62	—	63	81
96	Berth Database management — connect, query, describe schemas, run migrations, and mon…	78	B	72	—	—	65	95
97	w8s-astro-mcp A personal astrological server that provides high-precision tools for generatin…	78	B	66	91	—	45	95
98	gnosis-mcp Zero-config MCP server for searchable documentation. Loads markdown into SQLite…	78	B	88	41	—	73	95
99	Reqable MCP Server Exposes local Reqable network capture traffic to MCP clients for real-time moni…	78	B	68	82	—	64	92
100	mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…	78	B	90	31	—	83	92

Showing 51–100 of 1906 servers

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