MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13351
neeraj-somani
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 58 5⁄5 ◉ ⏳ 60 30 — 26 81 89
13352
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
13353
shivam3-garg
Paytm MCP Server ⚡ Claim
A Python-based MCP server for managing Paytm payment links and transactions. It…
C 58 5⁄5 ◉ ⏳ 60 30 — 25 77 93
13354
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 6⁄6 ◉ ⏳ 90 74 0 30 81 60
13355
felores
Airtable MCP Server ⚡ Claim 2
A Model Context Protocol server that provides tools for programmatically managi…
C 58 6⁄6 ◉ ⏳ 79 60 0 32 81 94
13356
HyprerNova
An MCP server that integrates with the Zerodha KiteConnect API to facilitate pr…
C 58 5⁄5 ◉ ⏳ 29 70 — 29 71 92
13357
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 5⁄5 ◉ ⏳ 60 36 — 19 81 88
13358
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
13359
netologist
Bear Notes MCP Server ⚡ Claim 1
A Model Context Protocol server that provides Claude with access to search, ret…
C 58 5⁄4 ◉ ⏳ 47 31 N/A 21 95 92
13360
RBLPaul-coder
MCP Calculator ⚡ Claim 1
A simple Model Context Protocol (MCP) server that provides basic calculation fu…
C 58 5⁄5 ◉ ⏳ 72 25 — 24 83 80
13361
weiwarren
Provides comprehensive documentation about AWS AgentCore framework to GenAI too…
C 58 5⁄4 ◉ ⏳ 56 22 N/A 21 95 93
13362
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
13363
mrchris2000
Enables work item management in DevOps Plan systems, allowing users to create, …
C 58 6⁄6 ◉ ⏳ 60 68 0 53 76 99
13364
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
13365
gitCarrot
A Model Context Protocol server implementation that connects to AWS Cognito for…
C 58 5⁄5 ◉ ⏳ 45 66 — 20 81 71
13366
TanukiMCP
Provides AI agents with simplified task management through a 4-step workflow (c…
C 58 5⁄5 ◉ ⏳ 66 25 — 25 81 85
13367
ch1nhpd
An MCP server that integrates various penetration testing tools, enabling secur…
C 58 5⁄4 ◉ ⏳ 59 26 N/A 16 95 88
13368
Sreedeep-SS
An MCP server that enables AI assistants to access up-to-date documentation for…
C 58 5⁄5 ◉ ⏳ 41 41 — 40 81 89
13369
agoda-com
API Agent ⚡ Claim
Turn any API into an MCP server. Query in English. Get results—even when the AP…
C 58 6⁄4 ◉ ⏳ 86 33 0 60 90 84
13370
ericlistin
Provides audio feedback by playing sound effects when Cursor AI completes code …
C 58 5⁄4 ◉ ⏳ 54 25 N/A 22 95 88
13371 C 58 6⁄4 ◉ ⏳ 78 45 0 48 88 88
13372
ryft-io
IcebergMCP ⚡ Claim 1
An MCP server that enables natural language interaction with Apache Iceberg dat…
C 58 5⁄4 ◉ ⏳ 45 22 N/A 46 90 91
13373
abckiran
MCP Server Deepdive ⚡ Claim 1
A Model Context Protocol server implementation that provides mathematical opera…
C 58 5⁄5 ◉ ⏳ 39 82 N/A 22 95 40
13374
kickflow
Enables interaction with the kickflow workflow management API through MCP, supp…
C 58 6⁄6 ◉ ⏳ 50 65 0 80 80 87
13375
ZatesloFL
Provides comprehensive natural language control over Google Workspace services …
C 58 6⁄6 ◉ ⏳ 82 43 0 49 81 92
13376
JoseGarayar
Enables AI assistants to manage employee data through a REST API with full CRUD…
C 58 5⁄4 ◉ ⏳ 48 25 N/A 24 95 94
13377
renyumeng1
mcp-scholar ⚡ Claim
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…
C 58 5⁄4 ◉ ⏳ 50 31 N/A 28 91 89
13378
uneco
Git Polite ⚡ Claim
Enables AI agents to intelligently organize Git changes into clean, focused com…
C 58 5⁄5 ◉ ⏳ 54 15 — 56 81 89
13379
xmannii
An MCP server that provides access to cryptocurrency market data from the Nobit…
C 58 5⁄5 ◉ ⏳ 49 58 — 23 81 70
13380
Dalejan
Enables querying volleyball match, team, and tournament data from VolleyballWor…
C 58 5⁄4 ◉ ⏳ 48 37 N/A 25 95 83
13381
aizukanne
ihyee-mcp ⚡ Claim 2
An MCP server that provides AI assistants with web search and intelligence capa…
C 58 5⁄5 ◉ ⏳ 75 0 — 45 81 92
13382
jincai
RootData MCP Server ⚡ Claim 1
A Model Context Protocol server that allows AI assistants like Claude to direct…
C 58 5⁄4 ◉ ⏳ 41 41 N/A 19 92 94
13383
skudskud
A proof-of-concept server implementing the Model Context Protocol that enables …
C 58 5⁄5 ◉ ⏳ 62 32 — 15 81 93
13384
GodModeArch
Provides Philippine License to Sell (LTS) verification data from official DHSUD…
C 58 6⁄6 ◉ ⏳ 60 65 0 53 81 94
13385
thijssmudde
AgentReacher ⚡ Claim 1
Connect your AI to social media. Open-source platform for AI agents.
C 58 5⁄5 ◉ ⏳ 64 0 — 79 81 75
13386
Acidlambunk
Enables parsing of raw resume text into structured JSON format with organized s…
C 58 5⁄5 ◉ ⏳ 50 42 — 26 81 90
13387
soundrolling
Enables management of companies, contacts, and related CRM data through the Med…
C 58 6⁄6 ◉ ⏳ 72 73 0 23 81 90
13388
joeyheath65
A customizable, production-ready template for building Model Context Protocol s…
C 58 5⁄5 ◉ ⏳ 60 33 — 22 81 90
13389
ddkang1
MCP Think ⚡ Claim 1
A Model Context Protocol server that provides AI assistants like Claude with a …
C 58 5⁄5 ◉ ⏳ 45 20 — 54 81 97
13390
nicknochnack
A server that integrates trained Random Forest models with Bee Framework, enabl…
C 58 5⁄4 ◉ ⏳ 56 30 N/A 26 95 80
13391
lochgeo
kube-mcp ⚡ Claim 1
An MCP server that enables interaction with Kubernetes/Minikube clusters throug…
C 58 5⁄5 ◉ ⏳ 35 68 — 38 81 64
13392
ChandrahaasJ
An MCP server that implements Retrieval-Augmented Generation to efficiently ret…
C 58 5⁄5 ◉ ⏳ 39 56 — 18 81 93
13393
ShaojieJiang
Dangerous MCP ⚡ Claim
A demonstration server that reveals security risks by accessing sensitive envir…
C 58 5⁄4 ◉ ⏳ 42 12 N/A 57 90 100
13394
datastax
astra-db ⚡ Claim 1
An MCP server for Astra DB workloads
C 58 6⁄4 ◉ ⏳ 35 65 0 72 94 98
13395
im-knots
the-academy Claim
A Socratic dialogue engine for AI agents.
C 58 6⁄4 ◉ ⏳ 92 30 0 42 90 91
13396
ActiveCampaign
postmark-mcp ⚡ Claim 1
Experimental MCP server for Postmark, built by Postmark Labs. Designed for tink…
C 58 6⁄6 ◉ ⏳ 57 76 0 44 81 92
13397
ShresthaAnkit
MCP Server ⚡ Claim
Integrate your applications with real-world data and tools seamlessly. Access f…
C 58 5⁄4 ◉ ⏳ 36 35 N/A 24 95 98
13398
mongodb-developer
MongoDB MCP Server ⚡ Claim
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
C 58 6⁄6 ◉ ⏳ 84 61 0 22 81 89
13399
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 5⁄4 ◉ ⏳ 48 33 N/A 21 95 89
13400
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
Showing 13351–13400 of 69135 servers
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