MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
101	w8s-astro-mcp A personal astrological server that provides high-precision tools for generatin…	78	B	66	91	—	45	95
102	Qdrant Retrieve MCP Server Enables semantic search across multiple Qdrant vector database collections, sup…	78	B	100	75	—	41	82
103	postgres-scout-mcp Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	78	B	80	65	—	50	95
104	mongo-mcp MongoDB integration that enables LLMs to interact directly with databases.	78	B	90	58	—	47	90
105	Food Tracker MCP Server Enables tracking food intake and nutrition using the USDA FoodData Central data…	78	B	90	63	—	53	81
106	supabase-mcp-guard A local policy wrapper for Supabase MCP that secures access tokens and enforces…	78	B	66	—	—	74	95
107	dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite	78	B	60	—	—	86	95
108	octodet-elasticsearch-mcp Read/write Elasticsearch mcp server with many tools	78	B	78	73	—	66	76
109	mcp-server-moltmark Manages agent certification by tracking trust scores, capabilities, and test re…	78	B	90	62	—	47	82
110	Multi-Tool MCP Server Provides secure access to filesystem operations, system commands, Obsidian vaul…	78	B	90	72	—	50	81
111	read-only-local-mysql-mcp-server MCP server for read-only MySQL database queries in Claude Desktop	78	B	63	100	—	73	95
112	lucid-mcp AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…	78	B	76	61	—	59	92
113	Elasticsearch Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehens…	78	B	82	71	—	79	69
114	MCP Server MySQL Enables LLMs to interact with MySQL databases through standardized protocol, su…	78	B	76	100	—	42	81
115	Tages Enables AI coding agents to maintain persistent, cross-session memory of codeba…	78	B	60	—	—	85	95
116	mysql_mcp	77	B	90	68	—	24	95
117	MariaDB MCP Server Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…	77	B	86	68	—	41	81
118	postgresql-mcp A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…	77	B	78	57	—	71	80
119	MCP Database Server Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …	77	B	84	60	—	56	81
120	agentmem Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…	77	B	100	37	—	62	92
121	Elasticsearch MCP Server Connects agents to Elasticsearch data using the Model Context Protocol, allowin…	77	B	82	62	—	61	81
122	mindpm Persistent project memory for LLMs via SQLite. Never re-explain your project ag…	77	B	84	100	—	59	82
123	SQLite MCP Server Enables LLM agents to perform complete database operations on SQLite databases,…	77	B	78	82	—	21	95
124	srefix-diagnosis A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent …	77	B	86	—	—	39	95
125	TTG Scratchpad MCP Server Provides persistent agent workspaces with MongoDB storage for file management a…	77	B	84	66	96	24	82
126	Supabase MCP Server Connects Supabase projects to AI assistants, enabling them to manage database t…	77	B	84	—	—	60	81
127	Multi-Memory MCP Server A knowledge graph memory server using SQLite to provide persistent, isolated co…	77	B	86	82	—	24	95
128	SQLite MCP Server Provides comprehensive SQLite database interaction for AI agents, including dat…	77	B	88	100	—	38	95
129	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
130	postgres-mcp All-in-one MCP server for Postgres development and operations, with tools for p…	77	B	88	31	—	77	95
131	MCP Database Server This server enables Claude to directly interact with SQLite, SQL Server, Postgr…	77	B	84	53	—	52	90
132	MCP Memory SQLite Provides persistent memory and knowledge graph capabilities for AI assistants u…	77	B	76	57	—	62	95
133	mcp-sqlite3 MCP server exposing sqlite3 library functionality	77	B	68	—	—	68	95
134	apple-notes-mcp Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …	77	B	66	—	—	71	95
135	MySQL MCP Server Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…	77	B	84	100	—	47	81
136	MCP Universal DB Client Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …	77	B	68	100	—	79	81
137	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
138	pgtuner_mcp provides AI-powered PostgreSQL performance tuning capabilities.	77	B	96	31	—	69	95
139	Multi-Database SQL MCP Server Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…	77	B	100	65	—	33	76
140	mongo-scout-mcp Scout your MongoDB databases with AI - safety features, live monitoring, and da…	77	B	76	72	—	55	90
141	mcp-mongo-server A Model Context Protocol Server for MongoDB	77	B	71	58	—	85	89
142	Firebase MCP Server Enables inspection and querying of Firestore data and Cloud Function logs withi…	77	B	78	82	—	27	95
143	Wealth Management MCP Provides specialized tools for portfolio health analysis, rebalance simulations…	77	B	88	70	—	53	80
144	MariaDB MCP Server Enables querying local MariaDB and MySQL databases with optimized output format…	77	B	84	57	—	46	95
145	Supabase MCP Server Connects AI assistants to Supabase projects to manage databases, execute SQL qu…	76	B	84	66	—	60	82
146	wisdomforge A powerful knowledge management system that forges wisdom from experiences, ins…	76	B	94	56	—	51	81
147	mcp-server Kotlin compile-time SQL library. Docs, code validation, and SQLite execution to…	76	B	—	—	86	—	67
148	read-only-local-postgres-mcp-server MCP server for read-only PostgreSQL database queries in Claude Desktop	76	B	63	56	—	68	95
149	monzo-mcp Read-only MCP server for the Monzo banking API (UK). OAuth with auto-refresh, l…	76	B	72	—	—	77	81
150	Database Updater MCP Server A Claude integration that enables updating various database types (PostgreSQL, …	76	B	69	100	—	28	81

Showing 101–150 of 1282 servers

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