MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23601
thienntdev
MCP Atlassian ⚡ Claim
Integration server that connects AI assistants to Atlassian products (Confluenc…
C 58 4⁄3 ◐ ⏳ 48 42 N/A 49 95 —
23602
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 4⁄4 ◐ ⏳ 62 41 — 49 78 —
23603
Azure-Samples
A cloud-based custom MCP server using Azure Functions that enables saving and r…
C 58 4⁄4 ◐ ⏳ 54 36 — 65 80 —
23604
0xjmp
mcp-tradovate Claim 2
MCP server for the Tradovate platform
C 58 4⁄3 ◐ ⏳ 41 40 N/A 59 95 —
23605
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 —
23606
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 —
23607
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 —
23608
vanman2024
CATS MCP Server ⚡ Claim
Enables interaction with CATS (Complete Applicant Tracking System) API v3 throu…
C 58 4⁄4 ◐ ⏳ 72 40 — 29 80 —
23609
lesleslie
Session Buddy ⚡ Claim
Provides comprehensive session management for Claude Code with automatic initia…
C 58 4⁄3 ◐ ⏳ 48 28 N/A 66 95 —
23610
guangxiangdebizi
Provides access to historical financial data for US, Hong Kong, and A-share mar…
C 58 4⁄4 ◐ ⏳ 54 58 — 30 82 —
23611
eiceblue
A robust solution that enables AI agents to create, read, modify, and convert E…
C 58 4⁄4 ◐ ⏳ 72 31 — 46 77 —
23612
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 —
23613
openMF
A self-service integration for user registration, authentication, account manag…
C 58 4⁄4 ◐ ⏳ 68 27 — 50 82 —
23614
ramonbnuezjr
A standardized API server that enables AI agents and client applications to fet…
C 58 4⁄4 ◐ ⏳ 56 65 — 21 82 —
23615
longevity-genie
gget-mcp ⚡ Claim
MCP server providing a powerful bioinformatics toolkit for genomics queries and…
C 58 4⁄4 ◐ ⏳ 60 31 — 58 81 —
23616
liquiddesign
Freelo MCP Server ⚡ Claim
Integrates with Freelo project management API to retrieve task details, list su…
C 58 4⁄4 ◐ ⏳ 48 71 — 26 80 —
23617
adamwattis
An MCP server that connects to the Resource Hub, allowing centralized configura…
C 58 4⁄4 ◐ ⏳ 49 73 — 24 81 —
23618
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 4⁄4 ◐ ⏳ 50 55 — 45 80 —
23619
dequelabs
Official MCP server for Axe DevTools for Web.
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 26 95 —
23620
BACH-AI-Tools
Provides access to the API Ninjas Country API, allowing users to query detailed…
C 58 4⁄4 ◐ ⏳ 50 60 — 42 80 —
23621
davidlin2k
ONOS MCP Server ⚡ Claim 1
A Model Context Protocol server that provides programmatic access to ONOS SDN c…
C 58 4⁄4 ◐ ⏳ 73 38 — 41 74 —
23622
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 —
23623
DiederichSolis
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
C 58 4⁄4 ◐ ⏳ 50 68 — 27 81 —
23624
ArkVex
Native_MCP ⚡ Claim
An extensible Model Context Protocol server that enables AI assistants like Cla…
C 58 4⁄4 ◐ ⏳ 72 31 — 41 81 —
23625
sharmashivanand
Implements a Model Context Protocol server for WordPress that enhances VS Code …
C 58 4⁄3 ◐ ⏳ 60 33 N/A 40 95 —
23626
gt732
An integration that enables AI assistants to interact with network data through…
C 58 4⁄4 ◐ ⏳ 84 28 — 27 80 —
23627
EulerianTechnologies
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
C 58 4⁄3 ◐ ⏳ 56 41 N/A 48 83 —
23628
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 —
23629
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 —
23630
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 —
23631
laurynas-biveinis
Elisp (Emacs Lisp) development support tools, running in Emacs
C 58 3⁄3 ◐ ⏳ 30 N/A N/A 54 95 —
23632
royisme
Transforms code repositories and development documentation into a queryable Neo…
C 58 4⁄4 ◐ ⏳ 64 31 — 53 82 —
23633
NBNBTM
PDDL MCP Server ⚡ Claim
A planning server that enables natural language to PDDL conversion, automatic p…
C 58 4⁄3 ◐ ⏳ 54 36 N/A 50 92 —
23634
Qtty
A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool
C 58 3⁄3 ◐ ⏳ 54 N/A N/A 16 95 —
23635
NeuZhou
StratEvo Claim
Quantitative trading: quotes, backtesting, screening, and genetic algorithm str…
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 24 95 —
23636
yincongcyincong
mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) se…
C 58 4⁄3 ◐ ⏳ 60 20 N/A 68 84 —
23637
freispace
Enables AI assistants to query freispace scheduling software data including sta…
C 58 4⁄4 ◐ ⏳ 58 38 — 56 81 —
23638
public-ui
kolibri Claim
Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed…
C 58 4⁄4 ◐ ⏳ 36 50 — 70 84 —
23639
yuuues
Enables secure interaction with SQL Server databases through natural language q…
C 58 4⁄4 ◐ ⏳ 66 47 — 30 81 —
23640
flipt-io
mcp-server-flipt ⚡ Claim
Enable AI assistants to interact with your feature flags in [Flipt](https://fli…
C 58 4⁄3 ◐ ⏳ 48 35 N/A 59 94 —
23641
griffithsbs
envmcp ⚡ Claim
A lightweight way to use environment variables in your Cursor MCP server defini…
C 58 4⁄3 ◐ ⏳ 60 25 N/A 63 84 —
23642
BACH-AI-Tools
Enables users to fetch random jokes from the API Ninjas Jokes API. Supports ret…
C 58 4⁄4 ◐ ⏳ 50 57 — 45 80 —
23643
rishigundakaram
Enables conversational 3D modeling by providing CAD-Query functionality to vali…
C 58 4⁄3 ◐ ⏳ 76 26 N/A 24 95 —
23644
BACH-AI-Tools
Enables access to the Deezer 1 API through MCP protocol. Requires API key authe…
C 58 4⁄4 ◐ ⏳ 50 57 — 45 80 —
23645
luminosita
AI Agent MCP Server ⚡ Claim 1
A Model Context Protocol server implementation built with FastAPI that enables …
C 58 4⁄3 ◐ ⏳ 33 65 N/A 39 95 —
23646
Jacob-J-Thomas
user-prompt Claim 1
An MCP server that enables AI agents to ask users clarifying questions via pop-…
C 58 3⁄3 ◐ ⏳ 39 N/A N/A 42 95 —
23647
soltyDude
mcp-task-manager ⚡ Claim
A local task management MCP server that enables users to create, update, and ma…
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 27 95 —
23648
gungunj
Router-MCP ⚡ Claim
Routes natural language queries to appropriate MCP tools and planners with high…
C 58 3⁄3 ◐ ⏳ 42 N/A N/A 37 95 —
23649
gfxjef
Enables management of Expokossodo 2025 events through 7 MCP tools for checking …
C 58 4⁄4 ◐ ⏳ 54 72 — 18 81 —
23650
Gowtham-3004
Enables Claude Desktop to interact with the Kynhood Events API, allowing users …
C 58 4⁄4 ◐ ⏳ 78 35 — 24 81 —
Showing 23601–23650 of 69261 servers
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