$ timeahead.in
/servers/blog/about
πŸ† top by scoreπŸ“¦ most downloadedπŸ†• new arrivals⚠ security risksπŸ“‰ score drops⚑ compare
39 servers scoredΒ· updated nightlyΒ· security-first

The MCP trust registry
that tells you when things get worse.

We score every MCP server on security, freshness, adoption, quality, and trust. Independent. No vendor money. No ads.

πŸ† top by scoreπŸ“¦ most downloadedπŸ†• new arrivals⚠ security risksπŸ“‰ score drops⚑ compare
Security35%
+
Freshness25%
+
Adoption20%
+
Quality10%
+
Trust10%
=
MCPScore0–100

Methodology is public and versioned β€” read how scoring works β†’

πŸ† Top Scored This Week

194
scrapling
187k weekly downloads
294
@pandacss/mcp
221k weekly downloads
393
semble
37k weekly downloads
493
@modelcontextprotocol/server-filesystem
308k weekly downloads
593
@modelcontextprotocol/server-sequential-thinking
103k weekly downloads

πŸ“‰ Score Drops to Watch

93
@modelcontextprotocol/server-sequential-thinking
npm Β· check for regressions
93
@modelcontextprotocol/server-filesystem
npm Β· check for regressions
93
semble
pypi Β· check for regressions
94
@pandacss/mcp
npm Β· check for regressions
94
scrapling
pypi Β· check for regressions

Browse by category

DatabasesDev ToolsWeb ScrapingAutomationAI & MLFinanceMonitoringCommunicationSearchStorageOther

Server directory

Compare servers β†’
registry:
allnpmpypigithub
score:
any60+80+
sort:
score ↓stars ↓downloads ↓secrets ↑
category
deployment
βœ• clear filters
// filtered results
#1
88
@henkey/postgres-mcp-servernpm
A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants
databases
2kweekly dl
β˜… 189stars
β†’#2
87
@easecloudio/mcp-metabase-servernpm
MCP server for Metabase β€” 96 tools covering dashboards, cards, databases, tables, collections, public sharing, schema cache, and SQL-to-MBQL conversion
databases
2kweekly dl
β˜… 78stars
β†’#3
84
@bilims/mcp-sqlservernpm
A read-only Model Context Protocol (MCP) server for Microsoft SQL Server that enables AI agents to safely explore and query SQL Server databases
databases
443weekly dl
β˜… 22stars
β†’#4
83
@ergut/mcp-bigquery-servernpm
MCP server for interacting with BigQuery databases
databases
2kweekly dl
β˜… 140stars
β†’#5
82
@celiums/memory-claude-codenpm
Local-first persistent memory for Claude Code. Each user gets their own SQLite brain in ~/.celiums/memory.db. 5 hooks + 6 MCP tools + 9 Cognitive Reflexes. Zero servers, zero accounts, zero data leakage.
databases
50weekly dl
β˜… 15stars
β†’#6
80
@connorbritain/mssql-mcp-servernpm
Model Context Protocol (MCP) server for Microsoft SQL Server - enterprise-ready schema discovery, profiling, and safe data operations
databases
322weekly dl
β˜… 14stars
β†’#7
78
@aigne/example-mcp-sqlitenpm
A demonstration of using AIGNE Framework and Sqlite MCP Server to interact with a SQLite database
⚠ 1 secretdatabases
294weekly dl
β˜… 364stars
β†’#8
77
@florentine-ai/mcpnpm
Florentine.ai MCP server – query MongoDB & MySQL databases in natural language
databases
4kweekly dl
β˜… 6stars
β†’#9
76
@bytebase/dbhubnpm
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
⚠ 2 secretsdatabases
9kweekly dl
β˜… 3kstars
β†’#10
73
@hovecapital/read-only-mysql-mcp-servernpm
A Model Context Protocol (MCP) server that enables Claude Desktop to interact with MySQL databases through read-only queries
databases
147weekly dl
β˜… 6stars
β†’#11
64
@heshamfsalama/mcp-tool-factorynpm
Generate MCP servers from natural language descriptions, OpenAPI specs, database schemas, GraphQL, or ontologies. Supports 10+ LLM providers via Vercel AI SDK.
databases
36weekly dl
β˜… 1stars
β†’#12
63
@benborla29/mcp-server-mysqlnpm
MCP server for interacting with MySQL databases with write operations support
databases
7kweekly dl
β˜… 0stars
β†’#13
63
@fastmcp-me/mcp-mysqlnpm
Model Context Protocol server for MySQL databases including AWS RDS
databases
10weekly dl
β˜… 0stars
β†’#14
62
@fastmcp-me/mcp-db-bridgenpm
MCP server for MySQL, PostgreSQL & SQLite with granular permissions, multi-DB support, and cloud-ready SSL/TLS. Built with adapter pattern for extensibility.
databases
7weekly dl
β˜… 0stars
β†’#15
62
@fastmcp-me/dynamo-readonly-mcpnpm
DynamoDB Readonly MCP Server
databases
6weekly dl
β˜… 0stars
β†’#16
59
@alfe.ai/openclaw-databasenpm
OpenClaw database plugin β€” MongoDB access for agents via MCP tools
databases
172weekly dl
β˜… 0stars
β†’#17
57
@breaknorm_hu/mcp-servernpm
Breaknorm MCP Server β€” AI agent interface for B2B contact database
databases
41weekly dl
β˜… 0stars
β†’#18
57
@dmkozloff/clickhouse-mcpnpm
ClickHouse Model Context Protocol server
databases
23weekly dl
β˜… 0stars
β†’#19
57
@cainli/mcp-server-mysqlnpm
MCP server for interacting with MySQL databases with write operations support
databases
19weekly dl
β˜… 0stars
β†’#20
55
@fastmcp-oauth/sql-delegationnpm
SQL delegation module for FastMCP OAuth framework - PostgreSQL and SQL Server support
databases
5weekly dl
β˜… 0stars
β†’#21
54
@easy-mcps/clickhouse-mcp-servernpm
ClickHouse MCP Server - η»ŸδΈ€ζƒι™ζŽ§εˆΆ
databases
75weekly dl
β˜… 0stars
β†’#22
53
@airabbit/sqlite-mcp-servernpm
Generic SQLite Model Context Protocol (MCP) server
databases
21weekly dl
β˜… 0stars
β†’#23
50
@andezdev/tokenlite-mysql-mcpnpm
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
databases
0weekly dl
β˜… 0stars
β†’#24
50
@berthojoris/mcp-mysql-servernpm
Model Context Protocol server for MySQL database integration with dynamic per-project permissions
databases
0weekly dl
β˜… 0stars
β†’#25
50
@berthojoris/mcp-sqlite-servernpm
A secure SQLite MCP (Model Context Protocol) server for AI agents with granular permissions and comprehensive security features
databases
0weekly dl
β˜… 0stars
β†’#26
50
@blocklet/dbhubnpm
Universal Database MCP Server
databases
0weekly dl
β˜… 0stars
β†’#27
50
@bluspace/mssql-mcp-servernpm
Microsoft SQL Server MCP (Model Context Protocol) Server - AI-powered database interaction tool
databases
0weekly dl
β˜… 0stars
β†’#28
50
@cano721/mysql-mcp-servergithub
Enables read-only MySQL database access, allowing listing databases, tables, describing schemas, and executing SELECT/SHOW/DESCRIBE/EXPLAIN queries.
databases
0weekly dl
β˜… 0stars
β†’#29
50
@davewind/mysql-mcp-servernpm
A Model Context Protocol server for MySQL
databases
0weekly dl
β˜… 0stars
β†’#30
50
@easy-mcps/mariadb-mcp-servernpm
MariaDB MCP Server - η»ŸδΈ€ζƒι™ζŽ§εˆΆ
databases
0weekly dl
β˜… 0stars
β†’
showing 30 of 39 servers

Watch your MCP stack.
Get alerts when scores drop.

Free for 3 servers. No credit card.

Used by developers worldwide