MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	MCP SQL Server Enables querying and managing PostgreSQL and MySQL databases through natural la…	80	B	84	100	—	29	81
52	LumenCore Provides AI coding assistants with persistent project memory to retain architec…	80	B	90	60	—	53	95
53	DataLink MCP server for secure database access (PostgreSQL, MySQL, SQLite)	80	B	85	61	—	64	92
54	MySQL Database Server Enable AI models to interact with MySQL databases through a standardized interf…	80	B	96	58	—	63	81
55	kg-mcp A Knowledge Graph MCP server optimized for LLM context efficiency through compa…	80	B	90	86	87	25	82
56	mcp-server Kotlin compile-time SQL library. Docs, code validation, and SQLite execution to…	80	B	—	—	94	—	67
57	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
58	Unified Salesforce Documentation MCP Server Enables LLMs to scrape, index, and search modern and legacy Salesforce document…	79	B	94	61	—	51	89
59	Database Bridge MCP Server Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…	79	B	90	68	—	58	81
60	mysql_mcp_server MySQL database integration with configurable access controls, schema inspection…	79	B	90	52	—	72	87
61	@contextable/mcp A persistent AI memory server that enables storage and retrieval of context and…	79	B	94	65	—	57	82
62	saga-mcp Jira-like project tracker for AI agents with SQLite, full task hierarchy, and d…	79	B	90	58	—	75	90
63	MySQL Navigator MCP MySQL Navigator MCP	79	B	88	75	—	34	90
64	Firestore MCP Server Enables AI assistants to interact with Firebase Firestore databases through ful…	79	B	90	65	—	51	81
65	PostgreSQL Database Management Server Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamlin…	79	B	94	82	—	55	90
66	Food Tracker MCP Server Enables tracking food intake and nutrition using the USDA FoodData Central data…	78	B	90	63	—	53	81
67	qdrant-mcp-server MCP server for semantic search using local Qdrant vector database and OpenAI em…	78	B	94	36	—	83	95
68	Redis Provides access to Redis databases. This server enables LLMs to interact with R…	78	B	96	63	—	41	78
69	Bakery Data MCP Server Provides access to bakery POS transaction data, product catalogs, and sales ana…	78	B	78	100	—	21	95
70	MCP PostgreSQL Server Enables secure read-only access to PostgreSQL databases, allowing users to list…	78	B	100	58	—	51	77
71	supabase-mcp-guard A local policy wrapper for Supabase MCP that secures access tokens and enforces…	78	B	66	—	—	74	95
72	DevFlow MCP Provides AI agents with persistent, searchable memory using a knowledge graph s…	78	B	96	62	—	63	81
73	X Archive Daemon Archives posts from X into a local SQLite database and provides tools for seman…	78	B	90	63	—	30	95
74	mcp-server-moltmark Manages agent certification by tracking trust scores, capabilities, and test re…	78	B	90	62	—	47	82
75	mnemon-mcp Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…	78	B	72	73	—	72	78
76	Qdrant Retrieve MCP Server Enables semantic search across multiple Qdrant vector database collections, sup…	78	B	100	75	—	41	82
77	MCP Server MySQL Enables LLMs to interact with MySQL databases through standardized protocol, su…	78	B	76	100	—	42	81
78	Better Google Search Console Downloads your entire Search Console dataset into a local SQLite database, then…	78	B	88	60	—	52	95
79	lucid-mcp AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…	78	B	76	61	—	59	92
80	Multi-Tool MCP Server Provides secure access to filesystem operations, system commands, Obsidian vaul…	78	B	90	72	—	50	81
81	postgres-scout-mcp Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	78	B	80	65	—	50	95
82	Agent Progress Tracker MCP Server Enables AI agents to track, search, and retrieve their progress across projects…	78	B	78	65	—	74	82
83	Gnosis MCP Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.	78	B	88	41	—	73	95
84	Reqable MCP Server Exposes local Reqable network capture traffic to MCP clients for real-time moni…	78	B	68	82	—	64	92
85	MCP Database Server This server provides database access capabilities to Claude, supporting SQLite,…	78	B	84	58	—	49	95
86	Pinecone Developer MCP Pinecone Developer MCP	78	B	88	100	—	78	81
87	MCP Database Server This server provides database access capabilities to Claude, supporting SQLite,…	78	B	84	58	—	46	95
88	mongodb-atlas-mcp-server A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…	78	B	96	66	—	62	80
89	Elasticsearch Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehens…	78	B	82	71	—	79	69
90	VulneraMCP AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…	78	B	100	58	—	51	81
91	mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…	78	B	90	31	—	83	92
92	mongo-mcp MongoDB integration that enables LLMs to interact directly with databases.	78	B	90	58	—	47	90
93	w8s-astro-mcp Astrological MCP server: natal charts, transits, aspects, composite & Davison c…	78	B	66	91	—	45	95
94	mcp-mysql-server	78	B	78	100	—	42	95
95	mongodb-lens MongoDB Lens: Full Featured MCP Server for MongoDB Databases	78	B	90	53	—	73	92
96	read-only-local-mysql-mcp-server MCP server for read-only MySQL database queries in Claude Desktop	78	B	63	100	—	73	95
97	octodet-elasticsearch-mcp Read/write Elasticsearch mcp server with many tools	78	B	78	73	—	66	76
98	TTG Scratchpad MCP Server Provides persistent agent workspaces with MongoDB storage for file management a…	77	B	84	66	96	24	82
99	MySQL MCP Server Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…	77	B	84	100	—	47	81
100	MariaDB MCP Server Enables querying local MariaDB and MySQL databases with optimized output format…	77	B	84	57	—	46	95

Showing 51–100 of 969 servers

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