MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19801
0xReisearch
FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, an…
C 64 44 72 58 36 81
19802
Type-MCP
mcp-anything Claim
One command to turn any codebase into an MCP server. Not just REST APIs. Not ju…
C 64 43 90 0 73 89
19803
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
19804
mobile-dev-inc
Maestro Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
C 64 43 56 35 N/A 73 95
19805
joonheeu
Production-ready API server template integrating FastAPI with Model Context Pro…
C 64 43 54 71 N/A 31 95
19806
CDataSoftware
Access MCP Server by CData
C 64 33 58 N/A N/A 34 95
19807
CDataSoftware
Apache Hbase MCP Server by CData
C 64 33 58 N/A N/A 34 95
19808
eyaltoledano
claude-task-master Claim
AI-powered task management system for AI-driven development. Features PRD parsi…
C 64 44 64 43 71 80
19809
Suryansh-23
Enables LLM assistants to interact with the Hyperlane cross-chain protocol for …
C 64 44 84 37 43 81
19810
JerryZhongJ
Memory MCP Claim
Provides project memory management for Claude Desktop, storing memories as Mark…
C 64 43 76 33 N/A 45 95
19811
Ydy4HYW7ExA
Claude Habitat Claim 1
An MCP server that provides persistent project context, workflow management, an…
C 64 43 63 57 N/A 38 92
19812
CDataSoftware
IBM DB2 MCP Server by CData
C 64 33 58 N/A N/A 34 95
19813
rohitsoni007
mcp-gearbox Claim
A modern desktop application for managing Model Context Protocol (MCP) servers …
C 64 43 54 32 N/A 81 95
19814
CDataSoftware
Teradata MCP Server by CData
C 64 33 58 N/A N/A 34 95
19815
CDataSoftware
Google Cloud Storage MCP Server by CData
C 64 33 58 N/A N/A 34 95
19816
shlomico-tr
Provides Model Context Protocol tools for interacting with eToro's public API e…
C 64 44 72 70 19 80
19817
itsanishjain
This plugin enables interaction with blockchain data and NFTs through the Alche…
C 64 44 84 50 28 80
19818
CDataSoftware
This read-only MCP Server allows you to connect to SuiteCRM data from Claude De…
C 64 33 58 N/A N/A 33 95
19819
micl2e2
code-to-tree Claim
A single-binary MCP server that converts source code into AST, regardless of la…
C 64 33 44 N/A N/A 56 95 C
19820
computeruseprotocol
Computer Use Protocol is a universal schema for AI agents to perceive and inter…
C 64 33 48 N/A N/A 50 95
19821
hangwin
Chrome MCP Server Claim
A Chrome extension-based Model Context Protocol server that enables AI assistan…
C 64 43 64 22 N/A 79 95
19822
subomi
Convoy MCP Server Claim
Enables interaction with Convoy's webhooks proxy API for managing and monitorin…
C 64 44 48 71 57 81
19823
ispyridis
Enables semantic search and contextual conversations with your Calibre ebook li…
C 64 43 96 27 N/A 20 95
19824
dipseth
This MCP server provides comprehensive Google Workspace integration (Gmail, Dri…
C 64 43 58 38 N/A 73 92
19825
mcp-service
Enables AI assistants to crawl and extract data from Chinese social media platf…
C 64 43 54 68 N/A 32 95
19826
bigeyedata
Bigeye MCP Server Claim
Enables interaction with the Bigeye Data Observability platform to query data q…
C 64 44 94 38 29 80
19827
CDataSoftware
This read-only MCP Server allows you to connect to SAP Netweaver Gateway data f…
C 64 33 58 N/A N/A 33 95
19828
Muvon
octomind Claim
Plug and play AI agents for any domain
C 64 43 54 43 N/A 78 87
19829
prisma
Manage Prisma Postgres databases with ease
C 64 43 60 17 N/A 90 95
19830
munch-group
GitHub CLI MCP Server Claim 2
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
C 64 43 71 47 N/A 39 90
19831
Coolver
An MCP server and Home Assistant add-on that enables AI assistants to manage sm…
C 64 44 43 71 63 82
19832
ancrz
Penpot MCP Server Claim
Enables AI agents to programmatically access self-hosted Penpot instances to re…
C 64 44 72 63 45 71
19833
naku111
A TypeScript-based web scraping server built on the Model Context Protocol that…
C 64 44 72 53 43 81
19834
CDataSoftware
Google AdWords MCP Server by CData
C 64 33 58 N/A N/A 34 95
19835
aliengiraffe
spotdb Claim
Ephemeral data sandbox for AI workflows with guardrails and security
C 64 43 64 41 N/A 74 81
19836
CDataSoftware
JSON MCP Server by CData
C 64 33 58 N/A N/A 34 95
19837
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
19838
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
19839
UserAd
didlogic_mcp Claim 1
An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manag…
C 64 44 57 65 49 82
19840
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
19841
lizouzt
TrendRadar Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
C 64 43 66 41 N/A 48 95
19842
andrew-hernandez-paragon
Code Graph Context Claim
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
C 64 44 90 0 84 81
19843
CDataSoftware
SQL Server Analysis Services MCP Server by CData
C 64 33 58 N/A N/A 34 95
19844
t4dhg
MCP FactorialHR Claim
Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS…
C 64 43 64 46 N/A 64 83
19845
thekaranpargaie
Enables managing Kubernetes clusters through natural language by providing tool…
C 64 43 84 35 N/A 26 95
19846
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
19847
rkirkendall
A Model Context Protocol server that enables natural language commands to manag…
C 64 44 63 61 45 81
19848
CDataSoftware
Kintone MCP Server by CData
C 64 33 58 N/A N/A 34 95
19849
rcontesti
IB_MCP Claim
This project provides an Interactive Brokers (IB) API interface using the Model…
C 64 43 54 61 N/A 45 92
19850
eunomia-bpf
schedcp Claim 1
MCP Server for Linux Scheduler Management and Auto optimization
C 64 43 49 53 N/A 61 95 C
Showing 19801–19850 of 30006 servers
« Prev 1 395 396 397 398 399 601 Next »