MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4501
keith-hung
TimeCard MCP Claim 2
An MCP server that automates TimeCard timesheet management using Playwright bro…
B 74 55 69 67 47 82 99
4502
mariomosca
NotesKeep MCP Server Claim 1
Enables users to manage their notes on NotesKeep directly through Claude Code o…
B 74 55 72 70 45 80 98
4503
leandrogavidia
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
B 74 55 78 100 47 71 61
4504
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
4505
dbsectrainer
mcp-eval-runner Claim
A standardized testing harness for MCP servers and agent workflows
B 74 44 58 N/A N/A 62 83 96
4506
alexei-led
aws-mcp-server Claim
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
B 74 55 88 31 86 80 92
4507
famano
MCP Server Office Claim
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
B 74 54 78 57 N/A 57 89 88
4508
TheMemeBanker
nory-x402 Claim 2
x402 payment processor for AI agents. Sub-400ms settlement on Solana + 7 EVM ch…
B 74 55 90 100 N/A 32 78 52
4509 B 74 54 72 68 N/A 45 90 91
4510
oomol-lab
Enables integration with Oomol Connect for executing tasks, managing blocks and…
B 74 55 72 73 41 81 97
4511
urbushey
instant-db Claim 1
An MCP server that enables AI assistants to create and manage persistent SQLite…
B 74 54 61 61 52 94 100
4512
pma1999
An MCP server for academic research that enables paper search across 14 sources…
B 74 54 92 41 N/A 56 95 79
4513
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 55 78 65 44 81 97
4514
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 54 94 33 N/A 67 82 91
4515
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4516
enkryptai
secure-mcp-gateway Claim 1
Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - …
B 74 55 78 46 N/A 75 81 93
4517
bossjones
Datetime MCP Server Claim 1
This server enables users to store, manage, and summarize notes using a custom …
B 74 54 84 62 N/A 23 91 96
4518
recraft-ai
Recraft AI MCP Server Claim 1
An MCP server that integrates with Recraft AI to enable generation and manipula…
B 74 55 45 100 73 80 76
4519
thechandanbhagat
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
B 74 54 78 52 N/A 70 92 76
4520
henrymclane09
Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Su…
B 74 55 88 70 27 81 92
4521
dragonkhoi
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
B 74 55 90 70 N/A 44 71 85
4522
citronlegacy
Deepghs MCP Claim 1
MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, c…
B 74 55 73 73 45 81 94
4523
arcjet
Arcjet Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
B 74 55 66 100 48 95 52
4524
deciduus
calendar-mcp Claim
calendar-mcp
B 74 55 90 66 22 82 95
4525
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
4526
isaiahbjork
Allyson MCP Server Claim
AI-powered animation generator that transforms static images into animated SVG …
B 74 55 84 63 45 81 91
4527
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4528
dahlia
Clipboard MCP Claim
Provides tools for reading and writing system clipboard data across Linux, macO…
B 74 55 56 82 N/A 42 95 90
4529
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 55 80 66 45 81 90
4530
CyberClash
MCP Coordinator Claim
Acts as a proxy for multiple MCP servers, reducing context window usage from 15…
B 74 55 78 58 52 81 97
4531
huuthangntk
Dokploy MCP Server Claim
Enables AI assistants to manage Dokploy deployments, including creating and dep…
B 74 55 66 67 60 81 94
4532
cmanohar
mcp-uspto Claim 1
An MCP server for searching and retrieving USPTO data, including patents, trade…
B 74 55 67 67 56 84 94
4533
list91
MCP CopyQ Server Claim
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
B 74 55 78 74 N/A 21 95 88
4534
firgga-sunil
Provides production insights and code analysis by leveraging Nexus instrumentat…
B 74 55 78 66 46 82 92
4535
Nam088
A plugin-based MCP server that enables interaction with multiple databases (MyS…
B 74 55 78 62 51 81 92
4536
wrtnlabs
Calculator MCP Claim 1
A Model Context Protocol server that provides basic calculator functionality fo…
B 74 55 59 65 67 83 100
4537
benjamine
diff-mcp Claim
compare 2 text or data (supports text diffs, json, json5, yaml, toml, xml and h…
B 74 54 62 57 N/A 70 95 91
4538
ShawnDM
espn-mcp Claim
B 74 54 86 56 N/A 28 92 95
4539
momentohq
Momento MCP Server Claim
Enables interaction with Momento Cache to manage cache entries and perform admi…
B 74 55 62 67 64 80 97
4540
run-llama
mcp-server-llamacloud Claim 1
A MCP server connecting to managed indexes on LlamaCloud
B 74 54 79 41 N/A 73 95 82
4541
Benniu
emqx-mcp-server Claim
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
B 74 55 84 46 66 81 95
4542
guifelix
A server implementation that enables LLMs to programmatically manage tasks in T…
B 74 55 76 82 46 81 76
4543
argoproj-labs
argocd-mcp Claim
Enables AI assistants to interact with Argo CD applications through natural lan…
B 74 55 60 71 70 81 92
4544
fergusalveolar205
Generative-UI-MCP Claim
Enables AI models to generate interactive visuals including charts, diagrams, U…
B 74 44 62 N/A N/A 35 95 96
4545
gilberth
A Model Context Protocol server implementation that allows AI agents to manage …
B 74 55 69 71 46 82 98
4546
Mahii1972
PPX-MCP Claim 1
An unofficial MCP server for Perplexity AI that leverages Pro subscriptions and…
B 74 55 78 100 N/A 38 88 50
4547
vanshikaaa01
NSE/BSE MCP Server Claim 1
An MCP server that provides comprehensive Indian stock market data from the NSE…
B 74 54 55 65 N/A 59 94 98
4548
markswendsen-code
spotify Claim 2
MCP server for Spotify - let AI agents control playback, search music, and mana…
B 74 54 75 62 N/A 32 94 99
4549
izaitsevfb
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test…
B 74 55 78 82 27 81 91
4550
gabriel20vieira
Provides comprehensive access to Portuguese weather data from IPMA, including f…
B 74 55 60 82 44 81 100
Showing 4501–4550 of 59221 servers
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