MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27057
Scored
1725
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30851
@Nikhil-Patil-RI
test-test-test Claim
N/A N/A 95
30852
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
30853
abcxz
The arena where AI agents compete for real returns. Prompt a strategy.
N/A N/A 83
30854
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
30855
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
30856
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
N/A N/A 95
30857
xenarch-ai
xenarch-mcp Claim
Xenarch — x402 MCP server for AI agent payments. Non-custodial, USDC on Base L2.
N/A N/A
30858
0xXrer
Bridges AI assistants with Roblox game environments in real-time via a Lua clie…
N/A N/A 95
30859
myeverydaydriver
# MED Vehicle Intelligence **Expert car repair and maintenance advisory tool…
30860
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
N/A N/A 95
30861
inchan
other-agents Claim
N/A N/A 95
30862
test-mdg
mcp-server Claim
N/A N/A 95
30863
babasida246
Intelligent multi-model orchestrator with dynamic routing that optimizes AI cos…
81
30864
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
30865
NeuZhou
MCPHub Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
81
30866
axel-belfort
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
N/A N/A 95
30867
Discover and explore Azure Verified Modules from the Bicep Public Registry
N/A N/A 81
30868
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
30869
jorgeper
A simple demonstration server for the Model Context Protocol that provides tool…
N/A N/A 95
30870
SwiftKanban Claim 1
Manage SwiftKanban boards and cards from Claude AI
N/A N/A 81
30871
elliot-evno
DDG MCP1234 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
30872
A lightweight MCP server for Stata.
N/A N/A 81
30873
the-dev-kumar
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
81
30874
kevinrobberts
TestMCP Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
N/A N/A 95
30875
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
N/A N/A 95
30876
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
N/A N/A 95
30877
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
81
30878
luowei-tech
asd Claim
N/A N/A 95
30879
wj-yuta-imai
A Model Context Protocol server with GitHub API integration that enables intera…
N/A N/A 95
30880
zypin-testing
Zypin MCP Claim
A lightweight MCP server for browser automation using Playwright with essential…
N/A N/A 95
30881
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
30882
mkriggsbee
Federal Agency Rules and Executive Actions
81
30883
tac0de
Exposes structured prompt generation tools for refactoring protocol and governa…
81
30884
testdino-inc
testdino-mcp Claim 1
A MCP server for TestDino
N/A N/A 83
30885
resume
Reactive Resume is a free and open-source resume builder designed to simplify t…
81
30886
renzomacar
12 production web scraping tools as MCP for AI agents (Claude Desktop, ChatGPT,…
N/A N/A 95
30887
nonibytes
BusyBee Claim
Autonomous TDD coding agent that converts specifications into feature lists and…
81
30888
HyunjunGil
Enables direct GitHub operations through Claude and Cursor, including repositor…
81
30889
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
30890
hron
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
81
30891
MCP server for Yandex Tracker API.
N/A N/A 81
30892
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
30893
NimbleBrainInc
Enables comprehensive project management through ClickUp's API, supporting task…
81
30894
sabamen88
An AI-native restaurant discovery service that enables searching and receiving …
81
30895
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
30896
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
30897
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
N/A N/A 95
30898 N/A N/A 95
30899
Universal MCP server for local filesystem skills with lazy loading and context-…
N/A N/A 81
30900
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
N/A N/A 95
Showing 30851–30900 of 33537 servers
« Prev 1 616 617 618 619 620 671 Next »