MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	Supabase Coolify MCP Server Enables comprehensive management of self-hosted Supabase instances on Coolify, …	81	B	86	71	—	72	77
52	DX MCP Server Enables AI applications to write and execute natural language queries on organi…	81	B	84	66	90	49	95
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	mcp-mysql-server Node.js-based MySQL database integration that provides secure MySQL database op…	81	B	96	60	—	50	89
55	supermcp 🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…	81	B	100	60	—	46	90
56	Jane Jane is an MCP server that transforms team documentation and project specificat…	80	B	94	73	—	23	95
57	MySQL MCP Server Enables AI models to interact with MySQL databases through a standardized inter…	80	B	96	58	—	63	81
58	Cursor DB MCP Server Enables querying, searching, and analyzing Cursor IDE conversation history from…	80	B	94	63	—	45	90
59	MySQL MCP Server A powerful server that enables AI agents to interact with MySQL databases, exec…	80	B	100	66	—	45	81
60	Self-Hosted Supabase MCP Server A protocol server that enables interaction with self-hosted Supabase instances …	80	B	92	75	—	41	82
61	MCP SQL Server Enables querying and managing PostgreSQL and MySQL databases through natural la…	80	B	84	100	—	29	81
62	kg-mcp A Knowledge Graph MCP server optimized for LLM context efficiency through compa…	80	B	90	86	87	25	82
63	mcp-datalink MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…	80	B	85	61	—	64	92
64	Memorious MCP Provides AI assistants with long-term semantic memory capabilities through loca…	80	B	76	82	—	50	95
65	LumenCore Provides AI coding assistants with persistent project memory to retain architec…	80	B	90	60	—	53	95
66	Serverless-DB-Oracle PostgreSQL database administrator with serverless query routing.	80	B	—	—	94	—	67
67	PostgreSQL MCP Server Enables natural language interaction with PostgreSQL databases, supporting quer…	79	B	100	—	—	40	81
68	saga-mcp A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics…	79	B	90	58	—	75	90
69	Prior — Knowledge Exchange for AI Agents Stop paying for your agent to rediscover what other agents already figured out.…	79	B	88	—	—	61	81
70	MySQL MCP Server Enables LLMs to query and analyze data across multiple MySQL databases with ent…	79	B	84	—	—	67	81
71	mysql_mcp_server MySQL database integration with configurable access controls, schema inspection…	79	B	90	52	—	72	87
72	Unified Salesforce Documentation MCP Server Enables LLMs to scrape, index, and search modern and legacy Salesforce document…	79	B	94	61	—	51	89
73	MySQL Navigator MCP MySQL Navigator MCP	79	B	88	75	—	34	90
74	Database Bridge MCP Server Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…	79	B	90	68	—	58	81
75	Firestore MCP Server Enables AI assistants to interact with Firebase Firestore databases through ful…	79	B	90	65	—	51	81
76	mnemo-mcp Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…	79	B	76	68	—	83	83
77	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
78	PostgreSQL Database Management Server Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamlin…	79	B	94	82	—	55	90
79	Kratos MCP Ultra-lean memory system for AI coding tools that stores project knowledge loca…	79	B	90	56	—	63	90
80	@contextable/mcp A persistent AI memory server that enables storage and retrieval of context and…	79	B	94	65	—	57	82
81	octodet-elasticsearch-mcp Read/write Elasticsearch mcp server with many tools	78	B	78	73	—	66	76
82	mongodb-atlas-mcp-server A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…	78	B	96	66	—	62	80
83	MCP Server MySQL Enables LLMs to interact with MySQL databases through standardized protocol, su…	78	B	76	100	—	42	81
84	Food Tracker MCP Server Enables tracking food intake and nutrition using the USDA FoodData Central data…	78	B	90	63	—	53	81
85	MCP Database Server This server provides database access capabilities to Claude, supporting SQLite,…	78	B	84	58	—	46	95
86	qdrant-mcp-server MCP server for semantic search using local Qdrant vector database and OpenAI em…	78	B	94	36	—	83	95
87	postgres-scout-mcp Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	78	B	80	65	—	50	95
88	X Archive Daemon Archives posts from X into a local SQLite database and provides tools for seman…	78	B	90	63	—	30	95
89	MCP PostgreSQL Server Enables secure read-only access to PostgreSQL databases, allowing users to list…	78	B	100	58	—	51	77
90	mnemon-mcp Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…	78	B	72	73	—	72	78
91	Better Google Search Console Downloads your entire Search Console dataset into a local SQLite database, then…	78	B	88	60	—	52	95
92	Redis Provides access to Redis databases. This server enables LLMs to interact with R…	78	B	96	63	—	41	78
93	dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite	78	B	60	—	—	86	95
94	mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…	78	B	90	31	—	83	92
95	Reqable MCP Server Exposes local Reqable network capture traffic to MCP clients for real-time moni…	78	B	68	82	—	64	92
96	lucid-mcp AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…	78	B	76	61	—	59	92
97	Pinecone Developer MCP Pinecone Developer MCP	78	B	88	100	—	78	81
98	Berth Database management — connect, query, describe schemas, run migrations, and mon…	78	B	72	—	—	65	95
99	MCPGate MCPGate aggregates multiple MCP servers into a single unified endpoint, enablin…	78	B	90	—	—	56	81
100	Bakery Data MCP Server Provides access to bakery POS transaction data, product catalogs, and sales ana…	78	B	78	100	—	21	95

Showing 51–100 of 1185 servers

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