MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58201
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
N/A N/A
58202
eduardoddddddd
sapmcp Claim
Enables operating and querying SAP ECC/S/4HANA systems via SAP NetWeaver RFC SD…
N/A N/A
58203
Charul0718
An MCP server that mocks payments, third-party API responses, and test data to …
58204
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
58205
alpernae
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
58206
dan
plus-ai Claim
N/A N/A 95
58207
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
58208
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
58209 81
58210
cnitlrt
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
N/A N/A
58211
ramandimbinirina
powerBI-mcp Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
N/A N/A
58212
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
58213
minhlecsm
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
58214
zernio
Zernio Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
N/A N/A 95
58215
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
58216
CarlosYonng
Enables business services to push error logs and generate diagnostic reports us…
58217
WaveSpeedAI
WavespeedMCP Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
58218
abdunur-dev
mcpcraft Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
N/A N/A
58219
shidhincr
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
58220
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
58221
jitendrasinghsankhwar
An MCP server for intelligent LaTeX resume generation with multiple templates, …
N/A N/A
58222
lokafinnsw
Argus MCP Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
N/A N/A
58223
dmitryborovoy-bot
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
58224
Damilola-max
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
58225
monirul8888
AI-powered Teacher Assistance MCP Server for managing student records with Post…
N/A N/A
58226
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
N/A N/A
58227
elliot-evno
A basic MCP server built with FastMCP framework that provides simple utility to…
N/A N/A 95
58228
perfectra1n
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
58229
DasClown
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
58230
jidehen
Enables flight search between airports using the Duffel API, returning flight o…
81
58231
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
58232
ysfscream
Enables MQTT broker operations like connect, subscribe, and publish through MCP…
58233 N/A N/A 95
58234
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
N/A N/A
58235
lee30934-byte
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
N/A N/A
58236
evertrust
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
58237
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
N/A N/A 95
58238
ibarcarty
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
58239
antonio-mello-ai
Read-only Redis monitoring — queue depths by type, Celery queue status, connect…
N/A N/A
58240
rick001
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
N/A N/A
58241
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
N/A N/A 95
58242
manishpandey9
Security-hardened MCP server that gives AI assistants full control over your re…
N/A N/A
58243
iceleaf916
MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…
58244
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
58245
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
58246
prufa-dev
prufa-mcp Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
58247
yakumo123118
mumuai Claim
N/A N/A 95
58248
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
58249
niawjunior
Open Context Claim
AI context management for codebases – enables Claude Code to read, search, and …
58250
rohanmistry231
Claude-OS Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
N/A N/A
Showing 58201–58250 of 58295 servers