MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15301
ngtruongmetin
A semantic search MCP server that provides historical question-and-answer capab…
F 30 55 72 30 30 69 95
15302
baonpNexle
AI_SYNC MCP Server Claim 1
Connects GPT-4 to a merchant store API, allowing users to query and manage stor…
F 30 54 66 53 N/A 21 87 99
15303
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
F 30 54 62 27 29 90 95
15304
emekaokoye
RDF Explorer Claim 1
The Model Context Protocol (MCP) server provides a conversational interface for…
F 30 55 72 33 42 76 99
15305
Anansitrading
Poe Proxy MCP Server Claim 1
A FastMCP server that proxies the Poe.com API, allowing users to query various …
F 30 55 78 75 48 71 93
15306
ZebraRoy
read-docs-mcp Claim 1 2
A Model Context Protocol server that enables AI agents to access, search, and u…
F 30 55 53 57 48 76 96
15307
Andrew-Beniash
MCP Command Server Claim 1 2
A secure server that allows LLM applications like Claude to execute whitelisted…
F 30 54 66 51 N/A 23 90 87
15308
Radar105
OBSBOT Camera MCP Server Claim 1 2
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
F 30 54 84 62 N/A 42 84 96
15309
antoncoding
Brian Knows Claim 1 3
Enhance your applications with intelligent context-aware capabilities. Leverage…
F 30 54 84 68 N/A 26 90 92
15310
VenkatGGG
ThinMCP Claim 1
A local MCP gateway that compresses multiple upstream servers into two tools, s…
F 30 54 66 71 N/A 37 87 67
15311
Rootly-AI-Labs
Rootly Claim 1
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
F 30 66 72 45 0 78 69 100
15312
goldensansapple
Enables AI models to interactively prompt users for input or clarification dire…
F 30 55 48 68 45 80 97
15313
T-NhanNguyen
Enables AI agents to query a local knowledge graph built from document collecti…
F 30 55 86 60 29 80 94
15314
robertcedwards
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
F 30 55 60 67 26 78 79
15315
clarkeg02
A secure Model Context Protocol server that provides tools for calculating Fibo…
F 30 54 72 75 N/A 28 92 91
15316
jbrower95
MCP Asset Generator Claim 1 2
An MCP server that allows Claude to use OpenAI's image generation capabilities …
F 30 55 51 71 59 76 89
15317
vanushya
Enables management of retail e-commerce products with CRUD operations, AI-power…
F 30 55 74 63 42 80 99
15318
mborne
geocontext Claim 1 2
An experimental MCP server providing spatial context for LLMs by interfacing wi…
F 30 55 60 100 63 82 40
15319
aldegad
mcp-arena Claim 1
A robot battle prototype that enables users to design, validate, and simulate A…
F 30 55 88 60 38 80 93
15320
Stig-Johnny
Enables interaction with Slack channels including checking Xcode Cloud build st…
F 30 55 94 61 59 80 93
15321
Kartik-2239
Pokemon MCP Server Claim 1 2
An MCP server that enables AI agents to play Pokémon games by providing a funct…
F 30 54 51 50 N/A 27 89 98
15322
scosman
HooksMCP Claim 1 3
A Model Context Protocol server that exposes project-specific development tools…
F 30 55 81 63 52 80 80
15323
chrisurf
DALL-E 3 MCP Server Claim 1 3
A Model Context Protocol server that provides OpenAI's DALL-E 3 image generatio…
F 30 55 75 70 65 80 100
15324
R09722akaBennett
NanoPDF Claim 1
AI-powered PDF editing and generation MCP server using Gemini Pro.
F 30 54 70 32 N/A 37 77 93
15325
lewis-king
FPL MCP Server Claim 1 2
Connects LLMs to the Fantasy Premier League API for intelligent team management…
F 30 55 72 41 45 80 100
15326
Datajang
mcp-narajangteo Claim 1
내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함
F 30 54 60 66 N/A 50 92 88
15327
runbook-ai
Runbook AI MCP Server Claim 1 3
MCP server that provides browser automation capabilities through a Chrome exten…
F 30 54 71 52 N/A 51 90 90
15328
withmarbleai
Marble MCP Server Claim 1 2
Analyzes codebases to suggest relevant learning projects and generate interacti…
F 30 55 86 61 45 80 87
15329
Triple-Whale
triplewhale Claim 1
Triplewhale MCP Server
F 30 64 92 65 0 49 90 90
15330
lastmile-ai
mcp-agent Claim 1
Build effective agents using Model Context Protocol and simple workflow patterns
F 30 66 96 100 94 89 76 97
15331
vurtnec
LanceDB Node Claim 1 2
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
F 30 55 80 61 23 80 94
15332
rlaput
Azure Logs MCP Claim 1
Enables querying Azure Application Insights logs by order number through natura…
F 30 55 72 73 54 76 89
15333
jjdelorme
SQL Analysis MCP Server Claim 1 2
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
F 30 54 45 25 N/A 21 90 93
15334
00200200
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
F 30 55 66 27 26 76 93
15335
gdli6177
MCP Prompt Server Claim 1 2
A server based on Model Context Protocol that provides predefined prompt templa…
F 30 66 66 55 0 54 80 62
15336
baryhuang
A MCP server that enables Claude to discover and call any API endpoint through …
F 30 55 100 66 N/A 63 77 93
15337
Vincent-Dhalluin
uptodoc Claim 1
Enables AI assistants in IDEs to query custom documentation databases for more …
F 30 66 60 51 0 51 80 94
15338
ihatesea69
AWS MCP Server Claim 1 3
A Model Context Protocol server allowing Claude AI to interact with AWS resourc…
F 30 55 79 66 30 71 91
15339
davidlin2k
pox-mcp-server Claim 1 2
MCP server for the POX SDN controller to provides network control and managemen…
F 30 54 57 30 N/A 40 90 92
15340
simen
Context Travel MCP Claim 1 2
Enables Claude agents to checkpoint their context state and reset back to saved…
F 30 54 90 56 N/A 27 90 96
15341
SaiVSrini
MCP Finder Claim 1
A smart router that helps users discover the most relevant tools from an MCP ca…
F 30 54 70 68 N/A 22 90 66
15342
RafalWilinski
aws-mcp Claim 1 2
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…
F 30 54 90 65 N/A 30 84 89
15343
fenxer
Steam Review MCP Claim 1
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
F 30 55 80 100 56 80 44
15344
krishangMittal
GovNavigator Claim 1 3
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
F 30 54 77 68 N/A 24 90 91
15345
kukapay
crypto-trending-mcp Claim 1
Tracking the latest trending tokens on CoinGecko.
F 30 55 64 25 39 80 96
15346
bielacki
Explore and discover video games from the Internet Game Database. Search titles…
F 30 66 76 66 0 61 80 90
15347
uneduca7ed
A starter template for building Model Context Protocol (MCP) servers using Type…
F 30 54 66 75 N/A 34 90 67
15348
henry2craftman
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
F 30 55 78 56 44 78 87
15349
kukapay
uniswap-trader-mcp Claim 1 2
An MCP server that delivers real-time token prices from Uniswap V3 across multi…
F 30 55 57 60 49 71 88
15350
aaronsb
A personality-based MCP server that enables AI assistants to manage WordPress c…
F 30 55 100 51 31 77 86
Showing 15301–15350 of 67226 servers
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