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	dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite	78	B	60	—	—	86	95
103	VulneraMCP AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…	78	B	100	58	—	51	81
104	X Archive Daemon Archives posts from X into a local SQLite database and provides tools for seman…	78	B	90	63	—	30	95
105	DevFlow MCP Provides AI agents with persistent, searchable memory using a knowledge graph s…	78	B	96	62	—	63	81
106	Better Google Search Console Downloads your entire Search Console dataset into a local SQLite database, then…	78	B	88	60	—	52	95
107	MCP Server MySQL Enables LLMs to interact with MySQL databases through standardized protocol, su…	78	B	76	100	—	42	81
108	mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…	78	B	90	31	—	83	92
109	mnemon-mcp Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…	78	B	72	73	—	72	78
110	Elasticsearch Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehens…	78	B	82	71	—	79	69
111	mcp-mysql-server	78	B	78	100	—	42	95
112	MCP Database Server This server provides database access capabilities to Claude, supporting SQLite,…	78	B	84	58	—	49	95
113	mongo-mcp MongoDB integration that enables LLMs to interact directly with databases.	78	B	90	58	—	47	90
114	qdrant-mcp-server MCP server for semantic search using local Qdrant vector database and OpenAI em…	78	B	94	36	—	83	95
115	Pinecone Developer MCP Pinecone Developer MCP	78	B	88	100	—	78	81
116	Multi-Tool MCP Server Provides secure access to filesystem operations, system commands, Obsidian vaul…	78	B	90	72	—	50	81
117	MCP Database Server This server provides database access capabilities to Claude, supporting SQLite,…	78	B	84	58	—	46	95
118	octodet-elasticsearch-mcp Read/write Elasticsearch mcp server with many tools	78	B	78	73	—	66	76
119	Bakery Data MCP Server Provides access to bakery POS transaction data, product catalogs, and sales ana…	78	B	78	100	—	21	95
120	Wealth Management MCP Provides specialized tools for portfolio health analysis, rebalance simulations…	77	B	88	70	—	53	80
121	pgtuner_mcp provides AI-powered PostgreSQL performance tuning capabilities.	77	B	96	31	—	69	95
122	Firebase MCP Server Enables inspection and querying of Firestore data and Cloud Function logs withi…	77	B	78	82	—	27	95
123	Elasticsearch MCP Server Connects agents to Elasticsearch data using the Model Context Protocol, allowin…	77	B	82	62	—	61	81
124	apple-notes-mcp Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …	77	B	66	—	—	71	95
125	postgresql-mcp A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…	77	B	78	57	—	71	80
126	mindpm Persistent project memory for LLMs via SQLite. Never re-explain your project ag…	77	B	84	100	—	59	82
127	Multi-Database SQL MCP Server Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…	77	B	100	65	—	33	76
128	mysql_mcp	77	B	90	68	—	24	95
129	Supabase MCP Server Connects Supabase projects to AI assistants, enabling them to manage database t…	77	B	84	—	—	60	81
130	MCP Database Server Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …	77	B	84	60	—	56	81
131	MariaDB MCP Server Enables querying local MariaDB and MySQL databases with optimized output format…	77	B	84	57	—	46	95
132	MySQL MCP Server Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…	77	B	84	100	—	47	81
133	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
134	MCP Database Server This server enables Claude to directly interact with SQLite, SQL Server, Postgr…	77	B	84	53	—	52	90
135	agentmem Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…	77	B	100	37	—	62	92
136	SQLite MCP Server Enables LLM agents to perform complete database operations on SQLite databases,…	77	B	78	82	—	21	95
137	MCP Universal DB Client Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …	77	B	68	100	—	79	81
138	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
139	mcp-sqlite3 MCP server exposing sqlite3 library functionality	77	B	68	—	—	68	95
140	MariaDB MCP Server Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…	77	B	86	68	—	41	81
141	postgres-mcp All-in-one MCP server for Postgres development and operations, with tools for p…	77	B	88	31	—	77	95
142	TTG Scratchpad MCP Server Provides persistent agent workspaces with MongoDB storage for file management a…	77	B	84	66	96	24	82
143	SQLite MCP Server Provides comprehensive SQLite database interaction for AI agents, including dat…	77	B	88	100	—	38	95
144	srefix-diagnosis A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent …	77	B	86	—	—	39	95
145	Multi-Memory MCP Server A knowledge graph memory server using SQLite to provide persistent, isolated co…	77	B	86	82	—	24	95
146	mongo-scout-mcp Scout your MongoDB databases with AI - safety features, live monitoring, and da…	77	B	76	72	—	55	90
147	mcp-mongo-server A Model Context Protocol Server for MongoDB	77	B	71	58	—	85	89
148	MCP Memory SQLite Provides persistent memory and knowledge graph capabilities for AI assistants u…	77	B	76	57	—	62	95
149	MCP RAG Server Enables AI assistants to search and retrieve information from your knowledge ba…	76	B	90	56	—	57	81
150	mcp-redis-cloud ✓ Manage your Redis Cloud resources effortlessly using natural language. Create d…	76	B	84	62	—	45	85

Showing 101–150 of 1906 servers

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