MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
101	mongodb-atlas-mcp-server A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…	78	B	96	66	—	62	80
102	supabase-mcp-guard A local policy wrapper for Supabase MCP that secures access tokens and enforces…	78	B	66	—	—	74	95
103	VulneraMCP AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…	78	B	100	58	—	51	81
104	dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite	78	B	60	—	—	86	95
105	Qdrant Retrieve MCP Server Enables semantic search across multiple Qdrant vector database collections, sup…	78	B	100	75	—	41	82
106	mnemon-mcp Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…	78	B	72	73	—	72	78
107	w8s-astro-mcp A personal astrological server that provides high-precision tools for generatin…	78	B	66	91	—	45	95
108	Redis Provides access to Redis databases. This server enables LLMs to interact with R…	78	B	96	63	—	41	78
109	Berth Database management — connect, query, describe schemas, run migrations, and mon…	78	B	72	—	—	65	95
110	mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…	78	B	90	31	—	83	92
111	MCP Server MySQL Enables LLMs to interact with MySQL databases through standardized protocol, su…	78	B	76	100	—	42	81
112	X Archive Daemon Archives posts from X into a local SQLite database and provides tools for seman…	78	B	90	63	—	30	95
113	mcp-mysql-server	78	B	78	100	—	42	95
114	Elasticsearch Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehens…	78	B	82	71	—	79	69
115	qdrant-mcp-server MCP server for semantic search using local Qdrant vector database and OpenAI em…	78	B	94	36	—	83	95
116	octodet-elasticsearch-mcp Read/write Elasticsearch mcp server with many tools	78	B	78	73	—	66	76
117	read-only-local-mysql-mcp-server MCP server for read-only MySQL database queries in Claude Desktop	78	B	63	100	—	73	95
118	Agent Progress Tracker MCP Server Enables AI agents to track, search, and retrieve their progress across projects…	78	B	78	65	—	74	82
119	postgres-scout-mcp Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	78	B	80	65	—	50	95
120	MySQL MCP Server Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…	77	B	84	100	—	47	81
121	pgtuner_mcp provides AI-powered PostgreSQL performance tuning capabilities.	77	B	96	31	—	69	95
122	apple-notes-mcp Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …	77	B	66	—	—	71	95
123	MCP Memory SQLite Provides persistent memory and knowledge graph capabilities for AI assistants u…	77	B	76	57	—	62	95
124	Multi-Database SQL MCP Server Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…	77	B	100	65	—	33	76
125	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
126	MCP Database Server Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …	77	B	84	60	—	56	81
127	Wealth Management MCP Provides specialized tools for portfolio health analysis, rebalance simulations…	77	B	88	70	—	53	80
128	MCP Universal DB Client Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …	77	B	68	100	—	79	81
129	SQLite MCP Server Provides comprehensive SQLite database interaction for AI agents, including dat…	77	B	88	100	—	38	95
130	mcp-mongo-server A Model Context Protocol Server for MongoDB	77	B	71	58	—	85	89
131	mysql_mcp	77	B	90	68	—	24	95
132	postgresql-mcp A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…	77	B	78	57	—	71	80
133	Supabase MCP Server Connects Supabase projects to AI assistants, enabling them to manage database t…	77	B	84	—	—	60	81
134	Multi-Memory MCP Server A knowledge graph memory server using SQLite to provide persistent, isolated co…	77	B	86	82	—	24	95
135	SQLite MCP Server Enables LLM agents to perform complete database operations on SQLite databases,…	77	B	78	82	—	21	95
136	TTG Scratchpad MCP Server Provides persistent agent workspaces with MongoDB storage for file management a…	77	B	84	66	96	24	82
137	mindpm Persistent project memory for LLMs via SQLite. Never re-explain your project ag…	77	B	84	100	—	59	82
138	MariaDB MCP Server Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…	77	B	86	68	—	41	81
139	Elasticsearch MCP Server Connects agents to Elasticsearch data using the Model Context Protocol, allowin…	77	B	82	62	—	61	81
140	MCP Database Server This server enables Claude to directly interact with SQLite, SQL Server, Postgr…	77	B	84	53	—	52	90
141	MariaDB MCP Server Enables querying local MariaDB and MySQL databases with optimized output format…	77	B	84	57	—	46	95
142	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
143	Firebase MCP Server Enables inspection and querying of Firestore data and Cloud Function logs withi…	77	B	78	82	—	27	95
144	postgres-mcp All-in-one MCP server for Postgres development and operations, with tools for p…	77	B	88	31	—	77	95
145	mongo-scout-mcp Scout your MongoDB databases with AI - safety features, live monitoring, and da…	77	B	76	72	—	55	90
146	mcp-sqlite3 MCP server exposing sqlite3 library functionality	77	B	68	—	—	68	95
147	srefix-diagnosis A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent …	77	B	86	—	—	39	95
148	agentmem Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…	77	B	100	37	—	62	92
149	mcp-egrul Russian state registries EGRUL (legal entities) and EGRIP (individual entrepren…	76	B	66	—	—	67	95
150	wisdomforge A powerful knowledge management system that forges wisdom from experiences, ins…	76	B	94	56	—	51	81

Showing 101–150 of 1895 servers

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Database & Storage