MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
101	mcp-server-moltmark Manages agent certification by tracking trust scores, capabilities, and test re…	78	B	90	62	—	47	82
102	mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…	78	B	90	31	—	83	92
103	Food Tracker MCP Server Enables tracking food intake and nutrition using the USDA FoodData Central data…	78	B	90	63	—	53	81
104	lucid-mcp AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…	78	B	76	61	—	59	92
105	Qdrant Retrieve MCP Server Enables semantic search across multiple Qdrant vector database collections, sup…	78	B	100	75	—	41	82
106	mongo-mcp MongoDB integration that enables LLMs to interact directly with databases.	78	B	90	58	—	47	90
107	w8s-astro-mcp A personal astrological server that provides high-precision tools for generatin…	78	B	66	91	—	45	95
108	Pinecone Developer MCP Pinecone Developer MCP	78	B	88	100	—	78	81
109	X Archive Daemon Archives posts from X into a local SQLite database and provides tools for seman…	78	B	90	63	—	30	95
110	MCPGate MCPGate aggregates multiple MCP servers into a single unified endpoint, enablin…	78	B	90	—	—	56	81
111	Multi-Tool MCP Server Provides secure access to filesystem operations, system commands, Obsidian vaul…	78	B	90	72	—	50	81
112	Reqable MCP Server Exposes local Reqable network capture traffic to MCP clients for real-time moni…	78	B	68	82	—	64	92
113	dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite	78	B	60	—	—	86	95
114	mongodb-lens MongoDB Lens: Full Featured MCP Server for MongoDB Databases	78	B	90	53	—	73	92
115	Berth Database management — connect, query, describe schemas, run migrations, and mon…	78	B	72	—	—	65	95
116	gnosis-mcp Zero-config MCP server for searchable documentation. Loads markdown into SQLite…	78	B	88	41	—	73	95
117	DevFlow MCP Provides AI agents with persistent, searchable memory using a knowledge graph s…	78	B	96	62	—	63	81
118	qdrant-mcp-server MCP server for semantic search using local Qdrant vector database and OpenAI em…	78	B	94	36	—	83	95
119	MariaDB MCP Server Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…	77	B	86	68	—	41	81
120	Multi-Memory MCP Server A knowledge graph memory server using SQLite to provide persistent, isolated co…	77	B	86	82	—	24	95
121	agentmem Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…	77	B	100	37	—	62	92
122	Supabase MCP Server Connects Supabase projects to AI assistants, enabling them to manage database t…	77	B	84	—	—	60	81
123	postgres-mcp All-in-one MCP server for Postgres development and operations, with tools for p…	77	B	88	31	—	77	95
124	mysql_mcp	77	B	90	68	—	24	95
125	mongo-scout-mcp Scout your MongoDB databases with AI - safety features, live monitoring, and da…	77	B	76	72	—	55	90
126	SQLite MCP Server Provides comprehensive SQLite database interaction for AI agents, including dat…	77	B	88	100	—	38	95
127	MariaDB MCP Server Enables querying local MariaDB and MySQL databases with optimized output format…	77	B	84	57	—	46	95
128	pgtuner_mcp provides AI-powered PostgreSQL performance tuning capabilities.	77	B	96	31	—	69	95
129	postgresql-mcp A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…	77	B	78	57	—	71	80
130	TTG Scratchpad MCP Server Provides persistent agent workspaces with MongoDB storage for file management a…	77	B	84	66	96	24	82
131	Wealth Management MCP Provides specialized tools for portfolio health analysis, rebalance simulations…	77	B	88	70	—	53	80
132	MySQL MCP Server Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…	77	B	84	100	—	47	81
133	MCP Database Server This server enables Claude to directly interact with SQLite, SQL Server, Postgr…	77	B	84	53	—	52	90
134	MCP Universal DB Client Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …	77	B	68	100	—	79	81
135	MCP Memory SQLite Provides persistent memory and knowledge graph capabilities for AI assistants u…	77	B	76	57	—	62	95
136	mindpm Persistent project memory for LLMs via SQLite. Never re-explain your project ag…	77	B	84	100	—	59	82
137	Firebase MCP Server Enables inspection and querying of Firestore data and Cloud Function logs withi…	77	B	78	82	—	27	95
138	mcp-sqlite3 MCP server exposing sqlite3 library functionality	77	B	68	—	—	68	95
139	mcp-mongo-server A Model Context Protocol Server for MongoDB	77	B	71	58	—	85	89
140	SQLite MCP Server Enables LLM agents to perform complete database operations on SQLite databases,…	77	B	78	82	—	21	95
141	MCP Database Server Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …	77	B	84	60	—	56	81
142	srefix-diagnosis A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent …	77	B	86	—	—	39	95
143	apple-notes-mcp Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …	77	B	66	—	—	71	95
144	DB MCP (HR CSV to SQLite) An open-source MCP server that imports HR CSV data into an in-memory SQLite dat…	77	B	84	62	—	45	92
145	Elasticsearch MCP Server Connects agents to Elasticsearch data using the Model Context Protocol, allowin…	77	B	82	62	—	61	81
146	DB MCP (HR CSV → SQLite) This MCP server imports HR CSV data into an in-memory SQLite database to enable…	77	B	84	62	—	45	92
147	Multi-Database SQL MCP Server Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…	77	B	100	65	—	33	76
148	Beeper MCP Server Provides read-only access to local Beeper message history on macOS, enabling us…	76	B	94	58	—	16	95
149	mcp Provision Postgres databases + webhooks from AI coding agents in one HTTP call.	76	B	72	—	—	74	83
150	mcp-mysql-lens MCP server to connect MySQL DB for read-only queries. It offers accurate query …	76	B	90	56	—	47	81

Showing 101–150 of 1943 servers

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Database & Storage