MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3501
jackyckma
Medium MCP Server Claim 1
A browser-based solution that enables programmatic interaction with Medium's co…
B 76 54 76 62 N/A 55 90 94
3502
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 54 92 58 N/A 23 95 97
3503
IncomeStreamSurfer
Enables AI assistants to maintain persistent project context across sessions by…
B 76 55 78 91 43 81 77
3504
ariroffe72
MCP server providing Jewish prayer times (zmanim) calculations for any location…
B 76 54 72 65 N/A 49 95 93
3505
gitmem-dev
gitmem Claim
Persistent institutional memory for AI coding agents. Memory that compounds.
B 76 54 67 61 N/A 60 95 98
3506
smaniches
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
B 76 54 66 77 N/A 50 94 91
3507
aicoder2009
Enables AI assistants to search, browse, and read Khan Academy's educational co…
B 76 55 72 61 70 82 95
3508
0xrdan
MCP RAG Server Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 55 90 56 57 81 92
3509
landicefu
A tool that helps manage and synchronize MCP server configurations across diffe…
B 76 54 78 62 N/A 45 95 91
3510
JochenYang
Luma MCP Claim
Multi-model vision understanding MCP server that provides unified image analysi…
B 76 54 60 65 N/A 78 92 91
3511
madorn
Bond MCP Server Claim
Enables AI assistants to control Bond Bridge smart home devices including ceili…
B 76 54 72 71 N/A 37 95 97
3512
dbsectrainer
Domain-specific MCP tooling for legal document workflows
B 76 44 63 N/A N/A 62 83 97
3513
Hor1zonZzz
Terminal MCP Claim
Enables management of visible, interactive terminal sessions across platforms (…
B 76 55 66 82 N/A 29 95 97
3514
jachy-h
Jachy MCP Server Claim
A centralized automation hub that provides a unified interface for AI agents to…
B 76 55 84 75 30 81 97
3515
shinpr
mcp-image Claim
MCP server for AI image generation and editing with automatic prompt optimizati…
B 76 55 96 75 N/A 75 83 41
3516
patrickdappollonio
Domain Tools (WHOIS + DNS)
B 76 55 70 60 73 83 100
3517
mercadolibre
Mercado Pago's Official MCP Server offers tools so that developers can easily i…
B 76 55 84 71 41 80 94
3518
caiotk
Enables comprehensive integration with Azure AI services including OpenAI, Cogn…
B 76 55 78 72 39 81 100
3519
ALPA-Const
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
B 76 55 84 66 60 82 82
3520
bdteo
CodebaseHQ MCP Server Claim 1
An MCP server that enables users to manage CodebaseHQ tickets and track project…
B 76 55 79 68 48 81 96
3521
rinadelph
Domain-MCP Claim
A simple MCP server that enables AI assistants to perform domain research inclu…
B 76 55 94 56 39 81 100
3522
Tairon-ai
Provides a comprehensive robotics information hub with details on frameworks li…
B 76 54 80 58 N/A 47 92 97
3523
blue-yard
Provides access to Harmonic.ai's API for searching and retrieving detailed info…
B 76 55 96 63 28 80 100
3524
George5562
Enables natural language interaction with Jira for managing projects, issues, t…
B 76 55 96 63 30 81 97
3525
myownipgit
An advanced MCP server for generating styled QR codes with logos, batch process…
B 76 54 90 60 N/A 22 95 99
3526
vancealexander
Enables users to create, edit, and manage PowerPoint presentations across Windo…
B 76 55 66 82 49 81 100
3527
proffillipesilva
Exposes a Node.js REST API for user and product management through MCP tools, a…
B 76 55 86 60 50 80 100
3528
mvacaporale
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
B 76 54 90 61 N/A 27 90 99
3529
cydynamic
Enables AI agents to securely read and extract information from PDF files inclu…
B 76 55 74 68 66 81 93
3530
dkmaker
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
B 76 55 90 100 49 81 46
3531
gotohuman
gotoHuman MCP Claim
Add human approval steps to your AI agents and automations with gotoHuman.
B 76 55 60 100 47 82 87
3532
jessebautista
MCP-openproject
B 76 66 84 76 85 28 78 94
3533
rhnvrm
Listmonk MCP Server Claim 1
An MCP server implementation that enables AI assistants to interact with Listmo…
B 76 55 61 73 72 81 99
3534
VictoriaMetrics
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
B 76 54 69 66 N/A 73 83 94
3535
opensensor
An MCP server that enables Cline to analyze binaries using Binary Ninja with a …
B 76 54 77 61 N/A 49 89 99
3536
eiondb
eion Claim
Shared Memory Storage for Multi-Agent Systems
B 76 54 92 43 N/A 49 95 93
3537
tvh
Saffron MCP Server Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 55 82 70 47 81 92
3538
nnnkkk7
Bucketeer MCP Server Claim 1
A Model Context Protocol server for managing Bucketeer feature flags, providing…
B 76 54 69 77 N/A 41 95 91
3539
kopfrechner
gitlab-mr-mcp Claim
Interact seamlessly with issues and merge requests of your GitLab projects.
B 76 55 70 67 65 80 99
3540
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
3541
Vonage-Community
MCP Server that integrates various Vonage APIs as MCP tools, to make it easier …
B 76 55 90 82 57 81 59
3542
echelon-ai-labs
An implementation that enables Claude to connect to ServiceNow instances, retri…
B 76 55 92 61 56 77 88
3543
lardratboy
Connects Claude to a human operator through a web interface, allowing Claude to…
B 76 54 86 53 N/A 39 95 100
3544
Tyox-all
mund Claim 1
AI security scanner - secrets, PII, prompt injection, and exfiltration detectio…
B 76 54 90 63 N/A 51 89 78
3545
brneto
Fabric MCP Server Claim
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
B 76 55 90 58 45 81 98
3546
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
3547
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 54 62 65 N/A 60 95 100
3548
danieltyukov
Allows users to search and retrieve academic papers, metadata, and citation cou…
B 76 55 84 72 37 82 95
3549
hlydecker
ucsc-genome-mcp Claim 1
MCP server to interact with the UCSC Genome Browser API, letting you find genom…
B 76 55 96 56 42 82 93
3550
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
Showing 3501–3550 of 45235 servers
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