MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23501
danielsobrado
Create the prompts you need to write your Novel using AI
C 59 4⁄3 ◐ ⏳ 58 33 N/A 48 95 —
23502 C 59 3⁄3 ◐ ⏳ 46 N/A N/A 33 95 —
23503
msstnk
qdrant-mcp ⚡ Claim 1
MCP server for document ingestion and semantic search on Qdrant. Enables ingest…
C 59 3⁄3 ◐ ⏳ 33 N/A N/A 53 95 —
23504
Lucchh
mentor_start_up_agent ⚡ Claim 1
C 59 3⁄3 ◐ ⏳ 54 N/A N/A 21 95 —
23505
yarism
vasttrafik-mcp Claim 1
C 59 3⁄3 ◐ ⏳ 54 N/A N/A 20 95 —
23506
szaffarano
org-mcp-server Claim 1
MCP server for org-mode and org-roam knowledge base management
C 59 4⁄3 ◐ ⏳ 49 31 N/A 70 92 —
23507
lzx3in
mcp-aliyun-domain ⚡ Claim 1
MCP server for Alibaba Cloud Domain - check availability, query details, list d…
C 59 3⁄3 ◐ ⏳ 45 N/A N/A 52 83 —
23508
Junwoo-Seo-1998
BOJ MCP Server ⚡ Claim
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
C 59 4⁄4 ◐ ⏳ 50 67 — 32 81 —
23509
SalesforgeAI
forge-mcp Claim 3
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
C 59 3⁄3 ◐ ⏳ 73 N/A N/A 37 58 —
23510
ethan2000liu
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
C 59 4⁄3 ◐ ⏳ 60 52 N/A 21 95 —
23511
lyxamour
lyxamour-mcp ⚡ Claim
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
C 59 4⁄4 ◐ ⏳ 68 50 — 29 81 —
23512
CaptainPhantasy
leadflip Claim
C 59 3⁄3 ◐ ⏳ 48 N/A N/A 29 95 —
23513
ProcessGenieAI
processgenie Claim
C 59 3⁄3 ◐ ⏳ 54 N/A N/A 21 95 —
23514
r0d8lsh0p
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
C 59 3⁄3 ◐ ⏳ 48 N/A N/A 30 95 —
23515
itcook
Graphiti MCP Pro ⚡ Claim
An enhanced memory repository MCP service that builds and queries temporally-aw…
C 58 4⁄4 ◐ ⏳ 76 35 — 30 81 —
23516
0xjmp
mcp-tradovate Claim 2
MCP server for the Tradovate platform
C 58 4⁄3 ◐ ⏳ 41 40 N/A 59 95 —
23517
Mtehabsim
ScreenPilot Claim
enables AI to fully control and access GUI interactions by providing tools for …
C 58 4⁄3 ◐ ⏳ 78 28 N/A 24 90 —
23518
inboundemail
Enables AI assistants to interact with the Inbound Email API to manage domains,…
C 58 4⁄4 ◐ ⏳ 48 70 — 27 82 —
23519
joandiazcapell
Shell Server ⚡ Claim
A lightweight MCP server that provides AI assistants with access to a system's …
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 27 95 —
23520
mkearl
DependencyMCP Server ⚡ Claim 1
Analyzes codebases to generate dependency graphs and architectural insights acr…
C 58 3⁄3 ◐ ⏳ 54 N/A N/A 17 95 —
23521
leoncuhk
MCP Yahoo Finance ⚡ Claim
Provides tools to get financial data (stock prices, company information) and ge…
C 58 4⁄4 ◐ ⏳ 92 22 — 20 81 —
23522
hope1026
Roblox MCP ⚡ Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 4⁄3 ◐ ⏳ 54 20 N/A 62 96 —
23523
adamwattis
An MCP server that connects to the Resource Hub, allowing centralized configura…
C 58 4⁄4 ◐ ⏳ 49 73 — 24 81 —
23524
openMF
A self-service integration for user registration, authentication, account manag…
C 58 4⁄4 ◐ ⏳ 68 27 — 50 82 —
23525
SaqibHussain44
Connects AI agents to real-time cryptocurrency market data from CoinGecko API, …
C 58 4⁄4 ◐ ⏳ 72 43 — 24 81 —
23526
medelman17
case-chronology-mcp ⚡ Claim 1
A Model Context Protocol server for building and managing chronological timelin…
C 58 3⁄3 ◐ ⏳ 51 N/A N/A 19 95 —
23527
feamster
Paymo MCP Server ⚡ Claim 1
An MCP server for the Paymo platform that enables AI assistants to manage time …
C 58 4⁄4 ◐ ⏳ 73 41 — 25 80 —
23528
CatchNip
MCP Selenium Grid ⚡ Claim
Enables browser automation by managing Selenium Grid browser instances (Chrome,…
C 58 4⁄4 ◐ ⏳ 64 28 — 59 80 —
23529
markswendsen-code
mcp-publix Claim 2
An MCP server that enables users to search for Publix products, find store loca…
C 58 4⁄4 ◐ ⏳ 81 25 — 30 82 —
23530
yaniv-golan
mcp-bash Claim
A framework for building Model Context Protocol (MCP) servers using pure Bash s…
C 58 4⁄4 ◐ ⏳ 60 7 — 85 85 —
23531
rintaro-s
systerd-lite ⚡ Claim
An AI-Native OS Core that enables LLMs to autonomously monitor, control, and op…
C 58 4⁄3 ◐ ⏳ 78 30 N/A 22 87 —
23532
eiceblue
A robust solution that enables AI agents to create, read, modify, and convert E…
C 58 4⁄4 ◐ ⏳ 72 31 — 46 77 —
23533
nim444
MCP Android Agent ⚡ Claim 1
A Model Context Protocol server that enables AI agents to control and automate …
C 58 4⁄3 ◐ ⏳ 57 31 N/A 48 94 —
23534
KKonuru
Gurobi MCP Claim
Enables AI applications to solve optimization problems including linear program…
C 58 4⁄3 ◐ ⏳ 54 57 N/A 22 89 —
23535
krillto
Krill ⚡ Claim
Search, organize, and chat with your saved Twitter/X bookmarks from any AI agen…
C 58 4⁄4 ◐ ⏳ 60 35 — 48 84 —
23536
BACH-AI-Tools
Provides access to the API Ninjas Country API, allowing users to query detailed…
C 58 4⁄4 ◐ ⏳ 50 60 — 42 80 —
23537
DiederichSolis
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
C 58 4⁄4 ◐ ⏳ 50 68 — 27 81 —
23538
rahulkr
Enables comprehensive control of Android devices via ADB for Flutter developmen…
C 58 4⁄3 ◐ ⏳ 60 27 N/A 44 95 —
23539
V-Sekai-fire
Solve constraint programming problems with MiniZinc.
C 58 3⁄3 ◐ ⏳ 42 N/A N/A 37 95 —
23540
manasp21
Psi MCP Server Claim 1
Enable seamless integration of language models with external data sources and t…
C 58 4⁄3 ◐ ⏳ 56 58 N/A 18 90 —
23541
FreddyE1982
mcp2term ⚡ Claim 1
Enables safe execution of system shell commands with real-time streaming output…
C 58 4⁄3 ◐ ⏳ 72 33 N/A 25 90 —
23542
dot-do
MCP (dot-do) ⚡ Claim
A framework that provides search, fetch, and do primitives to enable AI agents …
C 58 4⁄4 ◐ ⏳ 48 45 — 55 84 —
23543
EulerianTechnologies
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
C 58 4⁄3 ◐ ⏳ 56 41 N/A 48 83 —
23544
vihanrs
Weather MCP Server ⚡ Claim
Provides AI assistants with tools to retrieve current weather, 7-day forecasts,…
C 58 4⁄4 ◐ ⏳ 60 56 — 27 82 —
23545
abhiphile
fermat-mcp ⚡ Claim
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful ser…
C 58 4⁄3 ◐ ⏳ 64 28 N/A 51 84 —
23546
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 4⁄4 ◐ ⏳ 50 55 — 45 80 —
23547
fiddlecube
compliant-llm ⚡ Claim
Build Secure and Compliant AI agents and MCP Servers. YC W23
C 58 4⁄3 ◐ ⏳ 54 22 N/A 65 95 —
23548
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 4⁄4 ◐ ⏳ 62 41 — 49 78 —
23549
dequelabs
Official MCP server for Axe DevTools for Web.
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 26 95 —
23550
qingyun-ag2
Zoom MCP Server ⚡ Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 4⁄3 ◐ ⏳ 60 47 N/A 21 95 —
Showing 23501–23550 of 69236 servers
« Prev 1 … 469 470 471 472 473 … 1385 Next »