MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3151
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3152
billlzzz10
notion-mcp-server Claim
B 76 54 66 66 N/A 67 95 89
3153
ssdeanx
op-ai-mcp Claim
B 76 54 78 61 N/A 58 90 89
3154
gregario
warhammer-oracle Claim
Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheet…
B 76 54 72 58 N/A 60 94 95
3155
webconsulting
Node.js server implementing Model Context Protocol that enables seamless intera…
B 76 54 94 61 N/A 53 84 78
3156
CopilotKit
Interact with all three types of generative UI, all in one interface
B 76 54 78 63 N/A 34 95 100 HT
3157
garl-protocol
mcp-server Claim
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
B 76 54 84 46 N/A 76 78 98
3158
Hawstein
MCP Server Reddit Claim 1
A server allowing interaction with Reddit via the public API, enabling browsing…
B 76 55 90 100 48 81 46
3159
MCPCat
webmcp-react Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 54 67 61 N/A 59 95 100
3160
BearThreat
Imagen Claim
Image generation
B 76 54 90 68 27 90 90
3161
gitskyflux
An interface for interacting with Google Firestore databases directly through C…
B 76 55 90 60 44 80 99
3162
treza-labs
treza Claim
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
B 76 55 68 73 N/A 65 82 95
3163
addozhang
nexus Claim
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
B 76 54 88 71 N/A 29 83 94
3164
Vasanthadithya-mundrathi
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
B 76 55 94 100 N/A 26 95 41
3165
kimdonghwi94
Web-Analyzer-MCP Claim
Extracts clean web content for RAG and provides Q&A about web pages.
B 76 55 66 82 N/A 39 91 93
3166
kevinlin
Enables AI-guided spec-driven development workflow that transforms ideas into i…
B 76 55 90 83 N/A 33 95 62
3167
BrowseAI-HQ
BrowseAI Dev Claim
Evidence-backed web research for AI agents with citations and confidence scores.
B 76 54 70 68 N/A 61 83 98
3168
ahonn
A server that provides access to Google Search Console data through the Model C…
B 76 55 88 70 35 81 94
3169
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3170
aranej
Enables AI language models to interact with YouTube content through the YouTube…
B 76 55 96 66 32 80 93
3171
erichung9060
Android Mobile MCP Claim
Enables AI agents to interact with Android devices through UI manipulation, scr…
B 76 55 60 82 N/A 38 95 98
3172
DeniseLewis200081
Enables searching for train tickets on China's 12306 railway system, including …
B 76 55 66 100 45 81 78
3173
baguskto
Baguskto Saham Claim 1
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
B 76 55 78 61 57 82 100
3174
BV-Venky
Generate beautiful Excalidraw architecture diagrams with auto-layout and compon…
B 76 54 82 37 N/A 74 96 92
3175
culpur
cstrike Claim 1
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
B 76 55 72 82 N/A 63 95 62
3176
cherchyk
MCP Browser Claim
Browser automation using the user's Chromium session — JS execution, auth, and …
B 76 54 63 71 N/A 58 95 94
3177
ConAcademy
buttplug-mcp Claim
Buttplug.io Model Context Protocol (MCP) Server
B 76 54 68 60 N/A 70 92 92
3178
LucasHild
BigQuery database integration with schema inspection and query capabilities
B 76 55 75 68 57 81 99
3179
Ruddxxy
Real-time currency exchange rates and crypto prices via MCP. Convert between 60…
B 76 54 66 72 N/A 56 95 90
3180
theupriser
Traefik MCP Server Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 55 78 68 50 82 97
3181
Garoth
Sleep MCP Server Claim 2
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
B 76 54 90 58 N/A 22 95 100
3182
zcag
readdown-mcp Claim
Converts web pages and HTML strings into clean, LLM-optimized Markdown with met…
B 76 54 66 60 58 94 100
3183
jen6
ticktick-mcp Claim
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
B 76 55 90 72 33 82 91
3184
ragbrain
RAGBrain MCP Claim 1
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
B 76 55 84 66 45 83 94
3185
PeakBI
VSCode Debug MCP Claim 1
An MCP server and VS Code extension that enables AI clients to interactively de…
B 76 54 75 61 N/A 60 95 89
3186
mk965
A server that provides tools for retrieving real-time price information for var…
B 76 55 62 100 N/A 44 95 70
3187
chevyphillip
Enables AI agents to create, validate, and export UML system models using struc…
B 76 55 96 60 58 80 78
3188
trsdn
MarkItDown MCP Server Claim 1
A Model Context Protocol server that converts over 29 file formats, including P…
B 76 55 81 45 80 81 95
3189
damms005
DevDb MCP Server Claim
DevDb MCP Server
B 76 54 62 68 N/A 62 95 94
3190
scottmreed
ChemCP Claim
MCP App that renders 2D molecular structures from SMILES using RDKit.js
B 76 54 72 70 N/A 41 90 100
3191
pasinskim
Mender MCP Server Claim 1
Enables AI assistants to interact with Mender IoT platform for device managemen…
B 76 55 84 75 28 82 100
3192
houtini-ai
fmp Claim
Access financial data and market information via Financial Modeling Prep API
B 76 54 78 65 N/A 59 83 93
3193
deepset-ai
hayhooks Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 55 90 38 N/A 82 82 93
3194
profplum700
Etsy MCP Server Claim 1
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
B 76 55 84 61 50 80 99
3195
kopfrechner
gitlab-mr-mcp Claim
Interact seamlessly with issues and merge requests of your GitLab projects.
B 76 55 70 67 65 80 99
3196
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3197
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3198
shuji-bonji
rxjs-mcp-server Claim
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
B 76 54 78 62 N/A 58 90 89
3199
tobocop2
lilbee Claim
Run local AI models, search your files and code, and crawl the web, all in one …
B 76 54 70 41 N/A 85 94 98
3200
SolonaBot
Gmail MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to search, read, and…
B 76 55 77 77 52 80 89
Showing 3151–3200 of 44549 servers
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