MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13251
StepanCooleague
file-finder-mcp ⚡ Claim 2
A MCP server that allows searching for files in the filesystem based on path fr…
C 58 5⁄4 ◉ ⏳ 63 56 N/A 20 92 46
13252
douglasqsantos
A minimal Model Context Protocol server that facilitates network-based client c…
C 58 5⁄5 ◉ ⏳ 50 17 — 48 83 100
13253
nulab
Backlog MCP Server ⚡ Claim 1
A Model Context Protocol server that enables Claude to interact with Backlog pr…
C 58 5⁄5 ◉ ⏳ 33 71 — 79 81 32
13254
lsfusion
lsfusion-mcp Claim
Enables RAG-powered documentation search using OpenAI embeddings and Pinecone v…
C 58 5⁄5 ◉ ⏳ 54 30 — 28 81 96
13255
brevdev
Brev Claim 1
Run, build, train, and deploy ML models on the cloud.
C 58 6⁄4 ◉ ⏳ 78 63 0 17 95 87
13256
ChandrahaasJ
An MCP server that implements Retrieval-Augmented Generation to efficiently ret…
C 58 5⁄5 ◉ ⏳ 39 56 — 18 81 93
13257
upamune
human-mcp ⚡ Claim 1
An MCP server that allows AI assistants to utilize human capabilities by sendin…
C 58 5⁄4 ◉ ⏳ 47 25 N/A 43 92 86
13258
Yuki10Kobayashi
A Model Context Protocol server that integrates with VOICEVOX engine to provide…
C 58 5⁄4 ◉ ⏳ 33 50 N/A 46 87 79
13259
Ayesha0300
MCP server that fetches LinkedIn profile information using the Fresh LinkedIn P…
C 58 5⁄5 ◉ ⏳ 48 37 — 23 81 100
13260
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 6⁄6 ◉ ⏳ 90 74 0 30 81 60
13261
Luis-CJr
A Model Context Protocol server that provides a variety of jokes and humorous c…
C 58 5⁄5 ◉ ⏳ 45 17 — 55 83 100
13262
polydev-ai
polydev ⚡ Claim
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server
C 58 6⁄4 ◉ ⏳ 94 38 0 37 83 90
13263
arrrggghhh
Enables AI assistants to fetch and analyze transcripts from YouTube videos usin…
C 58 5⁄5 ◉ ⏳ 60 25 — 23 84 94
13264
ericlistin
Provides audio feedback by playing sound effects when Cursor AI completes code …
C 58 5⁄4 ◉ ⏳ 54 25 N/A 22 95 88
13265
vipin1000
Enables Claude AI to perform comprehensive file operations including reading, w…
C 58 5⁄5 ◉ ⏳ 56 33 — 23 81 95
13266
arunlakshmikabilan1982
Shopify MCP Server ⚡ Claim
Enables management of Shopify orders through the Admin REST API, allowing users…
C 58 6⁄6 ◉ ⏳ 72 68 0 25 81 94
13267
didlawowo
datadog Claim
provide access to monitor and cluster logs from datadog
C 58 5⁄5 ◉ ⏳ 54 43 — 28 78 81
13268
linpeibiao
MongoDB MCP Server ⚡ Claim
Enables interaction with MongoDB databases through complete CRUD operations inc…
C 58 5⁄5 ◉ ⏳ 48 60 — 18 76 82
13269
laptou
An MCP server that provides AI tools with access to Rust documentation from doc…
C 58 5⁄5 ◉ ⏳ 39 60 — 23 80 83
13270
abudhu
Hello MCP Server ⚡ Claim
A simple greeting server that responds to messages, particularly answering 'how…
C 58 5⁄5 ◉ ⏳ 48 35 — 22 81 100
13271
chenm1xuexi
Feifei Proxy MCP ⚡ Claim
A service that converts existing MCP protocols (stdio/sse) to streamable\_http …
C 58 5⁄4 ◉ ⏳ 60 31 N/A 26 95 70
13272
Pablo-Davila
Provides Pokemon information from PokeAPI including stats, types, height, and w…
C 58 5⁄5 ◉ ⏳ 62 32 — 19 81 89
13273
sharmaratnesh
A basic MCP server implementation using the FastMCP framework that provides uti…
C 58 5⁄4 ◉ ⏳ 54 17 N/A 21 95 100
13274
logesh-001
Enables direct execution of PostgreSQL queries through the Model Context Protoc…
C 58 5⁄5 ◉ ⏳ 66 25 — 21 81 91
13275
Jsgordon420365
Google Sheets MCP ⚡ Claim 1
An MCP server that enables AI agents to read, create, and modify Google Spreads…
C 58 6⁄6 ◉ ⏳ 63 60 0 48 81 100
13276
AriaScarlet132
Agent Data Bridge ⚡ Claim 1
An MCP server that provides data bridging from Spring Boot interfaces and a lig…
C 58 5⁄5 ◉ ⏳ 33 65 — 29 81 81
13277
smatiolids
Astra MCP Server ⚡ Claim
Enables interaction with DataStax Astra DB through the Model Context Protocol. …
C 58 5⁄5 ◉ ⏳ 72 58 — 71 81 4
13278
xiaobenyang-com
whois-mcp ⚡ Claim
A WHOIS domain name query server based on Model Context Protocol (MCP), support…
C 58 6⁄4 ◉ ⏳ 72 65 0 45 95 66
13279
ks0318-p
An MCP server that plays notification sounds when AI coding assistants like Win…
C 58 5⁄5 ◉ ⏳ 45 82 N/A 16 95 39
13280
complexdevel
Enables management of Azure Cloud PCs using the Microsoft Graph API, allowing u…
C 58 5⁄5 ◉ ⏳ 54 15 — 44 81 99
13281
mrchris2000
Enables work item management in DevOps Plan systems, allowing users to create, …
C 58 6⁄6 ◉ ⏳ 60 68 0 53 76 99
13282
2716025420
Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports gener…
C 58 5⁄5 ◉ ⏳ 48 46 — 40 81 74
13283
koido
gnomAD MCP Server ⚡ Claim
Provides a programmatic interface to the Genome Aggregation Database (gnomAD) A…
C 58 5⁄5 ◉ ⏳ 48 27 — 43 82 91
13284
Kyure-A
mcp-booth Claim
Booth.pm
C 58 5⁄5 ◉ ⏳ 38 82 N/A 35 95 34
13285
Mantraa-Zzz
Enables web searching and content scraping through Google Custom Search API. Pr…
C 58 5⁄5 ◉ ⏳ 72 83 — 19 81 17
13286
avivshafir
ZeroBounce MCP Server ⚡ Claim 1
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
C 58 5⁄5 ◉ ⏳ 53 31 — 23 81 99
13287
DeepSeekMine
A PDF processing server that extracts text via normal parsing or OCR, and retri…
C 58 5⁄4 ◉ ⏳ 48 28 N/A 18 95 98
13288
yvain13
Enables interaction with ServiceNow CMDB tables through a Model Context Protoco…
C 58 5⁄4 ◉ ⏳ 56 33 N/A 16 95 85
13289
hesreallyhim
IsItDown MCP Server ⚡ Claim 1
An MCP server that allows users to check if a website is experiencing downtime …
C 58 5⁄5 ◉ ⏳ 49 26 — 41 81 96
13290
ryaker
appstore-connect-mcp ⚡ Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 6⁄4 ◉ ⏳ 85 66 0 45 50 99
13291
WhenjaySun
MCP Time Server ⚡ Claim
Provides current time information with support for multiple IANA timezones, def…
C 58 5⁄5 ◉ ⏳ 48 35 — 24 81 100
13292
JunLovin
Said MCP ⚡ Claim 1
A MCP server that provides real-time weather information for any city through a…
C 58 5⁄5 ◉ ⏳ 41 52 — 23 81 89
13293
PONMANIAN-SA
WhatsApp MCP Claim 1
A Model Context Protocol server that enables interaction with WhatsApp through …
C 58 5⁄5 ◉ ⏳ 73 0 — 37 81 100
13294
zk-armor
Jina AI MCP Server ⚡ Claim
Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…
C 58 6⁄6 ◉ ⏳ 66 68 0 41 81 92
13295
LaraArias
MCP-Saptiva Claim 1
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
C 58 6⁄6 ◉ ⏳ 69 70 0 30 81 93
13296
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 5⁄4 ◉ ⏳ 48 58 N/A 31 92 56
13297
fencith
Provides AI assistants with access to the OpenViking knowledge base for semanti…
C 58 5⁄4 ◉ ⏳ 58 31 N/A 25 90 82
13298
lethain
Systems MCP ⚡ Claim 1
An MCP server that allows users to run and visualize systems models using the l…
C 58 5⁄4 ◉ ⏳ 37 30 N/A 47 90 90
13299
xindong888999
A Model Context Protocol server that allows AI assistants to create and manage …
C 58 5⁄4 ◉ ⏳ 51 33 N/A 34 80 91
13300
TheTailorRetailored
LaTeX MCP Server ⚡ Claim
A server that enables compilation of LaTeX documents to PDF and management of r…
C 58 5⁄5 ◉ ⏳ 66 33 — 18 80 86
Showing 13251–13300 of 69135 servers
« Prev 1 … 264 265 266 267 268 … 1383 Next »