MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29750
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15351
thiagotw10
Enables AI agents to generate professional Word and PDF documents with support …
F 30 55 72 95 N/A 47 89 38
15352
GopherSecurity
gopher-mcp Claim 1
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grad…
F 30 54 100 31 N/A 81 90 96 C
15353
rainbowgore
Stealth Launch Radar Claim 1
Spot pre-launch products before they trend. Search the web and tech sites, extr…
F 30 66 78 70 0 53 76 92
15354
Syndicats
MCP Project Initializer Claim 1 2
An intelligent tool that automates the setup of new Model Context Protocol (MCP…
F 30 54 90 57 N/A 41 90 100
15355
TrueOleg
MCP Mac Apps Server Claim 1 3
Enables control of macOS applications through natural language, allowing users …
F 30 54 84 32 N/A 27 87 72
15356
noor188
A sample implementation of Model Context Protocol server using Next.js and the …
F 30 55 68 52 42 82 73
15357
BLACKHKER
mcp2mqtt Claim 1
This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allo…
F 30 54 82 67 N/A 30 89 99
15358
micahman33
Vonage AI Code Assist Claim 1 2
An MCP server that helps developers integrate Vonage API capabilities by provid…
F 30 55 51 41 29 80 88
15359
gregce
Adwords MCP Claim 1
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
F 30 55 72 82 45 80 20
15360
industream
MCP Odoo Server Claim 1 2
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
F 30 55 84 68 24 76 100
15361
ronangrant
MCP Framework Claim 1 2
A TypeScript framework for building Model Context Protocol (MCP) servers with a…
F 30 55 96 71 29 80 68
15362
anyiba
Spec Kit MCP Server Claim 1
Enables AI assistants to interact with Spec Kit templates and workflows for man…
F 30 54 78 50 N/A 31 87 86
15363
Jaggerxtrm
Rovodev MCP Tool Claim 1 4
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
F 30 55 72 100 N/A 21 89 53
15364
FreePeak
Tracks and manages code changes from Git repositories, generates documentation …
F 30 55 90 55 53 76 92
15365
drtagkim
An MCP server that interfaces with Google NotebookLM to enable autonomous acade…
F 30 55 71 61 34 80 92
15366
kirtiapte
Petclinic MCP Server Claim 1
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
F 30 55 50 22 29 78 70
15367
d-kimuson
Modular MCP Claim 1
A proxy MCP server that manages multiple upstream MCP servers by grouping them …
F 30 54 88 66 78 90 94
15368
deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
F 30 66 76 53 0 59 80 95
15369
freeleepm
Enables AI-powered multimodal content generation using Volcano Engine's Jimeng …
F 30 55 72 73 59 78 79
15370
FiligranHQ
xtm-mcp Claim 1
eXtended Threat Management MCP Servers
F 30 54 66 38 N/A 51 87 96
15371
savantskie
A persistent local memory for AI, LLMs, or Copilot in VS Code.
F 30 54 96 56 N/A 71 87 92
15372
btangonan
Smart MCP Claim 1 2
A global framework for creating reusable command shortcuts and slash commands t…
F 30 54 90 56 N/A 26 89 73
15373
polarnego
An MCP server that converts Markdown files containing Mermaid diagrams into PDF…
F 30 54 41 57 N/A 28 91 58
15374
StepByStep-1
Windows-MCP Claim 1
Enables AI agents to interact with Windows operating systems through native UI …
F 30 54 54 52 N/A 45 84 99
15375
funkytownk
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
F 30 54 60 62 N/A 17 88 91
15376
gifflet
Graphiti MCP Server Claim 1
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
F 30 54 78 67 45 87 95
15377
abhishekbhakat
mcp-server-code-assist Claim 1 4
A Model Context Protocol server that provides tools for code modification and g…
F 30 55 63 82 38 78 47
15378
JagjeevanAK
OpenFoodFacts-mcp Claim 1
This MCP is used to get realtime food data from OpenFoodFacts database. OpenFo…
F 30 55 78 62 45 78 93
15379
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
15380
pouyanafisi
Project MCP Claim 1 3
Intent-based project documentation server that automatically maps natural langu…
F 30 55 94 100 N/A 84 90 56
15381
Gurgeron
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
F 30 54 60 72 N/A 26 87 83
15382
vurgunhajiyev
MCP Gateway Claim 1
A production-ready unified entry point for AI agents that implements the Model …
F 30 55 78 73 32 81 57
15383
pmptwiki
pmpt-cli Claim 1
Record and share your AI-driven development journey. Auto-saves project milesto…
F 30 54 72 68 N/A 53 87 92
15384
ipospelov
Provides a structured documentation system for context preservation in AI assis…
F 30 55 72 82 46 80 95
15385
XPE-7
An MCP server that integrates with Claude to provide smart documentation search…
F 30 55 27 40 23 76 94
15386
StanleyFishman
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
F 30 55 54 63 28 78 80
15387
keleshteri
MCP MySQL Server Claim 1
Enables Claude Desktop to interact with MySQL databases through secure query ex…
F 30 55 84 60 26 80 91
15388
dalisecurity
Fray Claim 1
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
F 30 54 84 30 N/A 68 88 88
15389
BJW101102
A Python starter template for building MCP servers with client connection manag…
F 30 55 62 37 21 74 97
15390
robertcedwards
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
F 30 55 60 67 26 78 79
15391
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
15392
diaz3618
ccg-mcp-tool Claim 1
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
F 30 54 90 62 81 90 89
15393
ragieai
mcp-server Claim 1
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…
F 30 66 68 63 0 71 76 91
15394
Manish-Awase
An MCP server that enables users to book, cancel, reschedule, and list appointm…
F 30 54 27 20 N/A 45 90 90
15395
KS-GEN-AI
jira-mcp-server Claim 1 2
Read jira data via JQL and api and execute requests to create and edit tickets.
F 30 55 86 61 48 74 91
15396
DXCHowardB
ABAP MCP Server Claim 1 2
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
F 30 66 84 96 86 58 78 93
15397
scmcphub
Liana-MCP Claim 1
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
F 30 55 72 62 44 76 90
15398
156554395
Enables AI image generation using Doubao Seedream models and video generation u…
F 30 66 72 68 0 67 80 84
15399
2slides
2slides MCP Server Claim 1
Enables users to generate presentation slides using 2slides.com's API through C…
F 30 66 54 66 0 57 78 91
15400
ongjin
Security Scanner MCP Claim 1 3
Automatically detects security vulnerabilities in AI-generated code, scanning f…
F 30 55 60 82 57 76 11
Showing 15351–15400 of 50632 servers
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