MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23501 C 59 33 52 N/A N/A 21 95
23502
MattyPe
pms-docker Claim
C 59 33 54 N/A N/A 18 95
23503
r0d8lsh0p
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
C 59 33 48 N/A N/A 30 95
23504
Mallet-Builds
Enables AI-powered video editing in IDEs through a pipeline-driven workflow, in…
C 59 33 48 N/A N/A 30 95
23505
cfocoder
Provides AI assistants access to comprehensive financial data including real-ti…
C 59 44 64 41 45 81
23506
bitpanda-labs
Enables interaction with the Bitpanda cryptocurrency exchange through their Dev…
C 59 44 56 46 54 81
23507
wycats
MCPify Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
C 59 44 60 52 38 81
23508
webhiveos
WebHive Claim 1
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
C 59 43 60 30 N/A 46 95
23509
wshobson
mcp-trader Claim
A Model Context Protocol (MCP) server for stock traders
C 59 33 54 N/A N/A 21 95
23510
BACH-AI-Tools
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
C 59 44 50 60 45 80
23511 C 59 33 54 N/A N/A 19 95
23512
Fatmike-GH
MCPDebugger Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
C 59 33 44 N/A N/A 37 95 C
23513 C 59 33 48 N/A N/A 30 95
23514 C 59 33 48 N/A N/A 28 95
23515
mkearl
DependencyMCP Server Claim 1
Analyzes codebases to generate dependency graphs and architectural insights acr…
C 58 33 54 N/A N/A 17 95
23516
undici77
Provides secure, sandboxed filesystem operations including reading, writing, li…
C 58 43 54 37 N/A 43 95
23517
BarhamAgha1
Bridge MCP Claim
Visual Desktop Bridge - Give any AI full control over Windows to automate apps …
C 58 43 54 41 N/A 51 87
23518
openMF
A self-service integration for user registration, authentication, account manag…
C 58 44 68 27 50 82
23519
ofershap
ai-context-kit Claim
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
C 58 43 64 12 N/A 60 95
23520
griffithsbs
envmcp Claim
A lightweight way to use environment variables in your Cursor MCP server defini…
C 58 43 60 25 N/A 63 84
23521
hmjz100
Z.ai2api Claim
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式,支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能;Z.…
C 58 43 54 38 N/A 46 90
23522
yincongcyincong
mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) se…
C 58 43 60 20 N/A 68 84
23523
ilpianista
sailfishos-mcp Claim 1
A MCP server for SailfishOS application development, creates new projects and a…
C 58 33 39 N/A N/A 39 95
23524
Jacob-J-Thomas
user-prompt Claim 1
An MCP server that enables AI agents to ask users clarifying questions via pop-…
C 58 33 39 N/A N/A 42 95
23525
haymant
Enables LLM clients to interact with Interactive Brokers Trader Workstation for…
C 58 44 72 40 28 81
23526
riteshyaaa
Provides Claude AI with real-time access to Bitcoin price data, including curre…
C 58 44 48 62 40 81
23527
cahlan
Provides AI assistants with direct access to ServiceTitan's field service manag…
C 58 44 54 63 27 80
23528
lesleslie
Session Buddy Claim
Provides comprehensive session management for Claude Code with automatic initia…
C 58 43 48 28 N/A 66 95
23529
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 44 62 41 49 78
23530
payclaw
mcp-server Claim
Virtual Visa cards for AI agents. Just-in-time card issuance per transaction, h…
C 58 43 72 0 76 83
23531
NikitaDatar
AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act complian…
C 58 33 48 N/A N/A 25 95
23532
tendayspace
CbetaMCP Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
C 58 44 42 72 34 83
23533
ramonbnuezjr
A standardized API server that enables AI agents and client applications to fet…
C 58 44 56 65 21 82
23534
chalshik
mcp-infra Claim
Enables AI assistants to identify processes listening on specific network ports…
C 58 33 48 N/A N/A 27 95
23535
Havoc24k
AWS MCP Server Claim
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudW…
C 58 44 60 40 49 81
23536
EulerianTechnologies
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
C 58 43 56 41 N/A 48 83
23537
Aanerud
an local MCP server you can run on your env, connecting you to Microsoft Graph,…
C 58 44 64 41 N/A 36 82
23538
adamwattis
An MCP server that connects to the Resource Hub, allowing centralized configura…
C 58 44 49 73 24 81
23539
PewterZz
Locate dog shelters within a specified radius in San Francisco using an easy-to…
C 58 43 54 57 N/A 24 91
23540
ag2-mcp-servers
This MCP server enables interaction with Google's Verified Access API, allowing…
C 58 43 60 52 N/A 21 89
23541
ThomasMarches
An MCP server implementation to interact with Substrate-based blockchains. Buil…
C 58 43 39 61 N/A 46 87
23542
soltyDude
mcp-task-manager Claim
A local task management MCP server that enables users to create, update, and ma…
C 58 33 48 N/A N/A 27 95
23543
loming
Gemini MCP Server Claim
Enables AI assistants to perform real-time internet searches and get AI-powered…
C 58 43 60 46 N/A 23 95
23544
genomoncology
biomcp Claim 1
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, …
C 58 44 56 17 85 80
23545
DTDucas
chm to markdown and vectorDB
C 58 43 56 28 N/A 58 92
23546
yuuues
Enables secure interaction with SQL Server databases through natural language q…
C 58 44 66 47 30 81
23547
alderban107
hyprland-mcp Claim 1
An MCP server for Hyprland desktop automation that allows AI assistants to see …
C 58 43 61 31 N/A 45 89
23548
michaljach
opencode-browser Claim
Browser automation plugin for OpenCode AI editor - Control Chrome/Edge with AI,…
C 58 43 60 26 N/A 54 92
23549
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 44 50 55 45 80
23550
KKonuru
Gurobi MCP Claim
Enables AI applications to solve optimization problems including linear program…
C 58 43 54 57 N/A 22 89
Showing 23501–23550 of 66518 servers
« Prev 1 469 470 471 472 473 1331 Next »