MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59801
pipeworx-io
Enables querying global EV charging station data from Open Charge Map through n…
59802
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
59803
sinan-ozel
A production-ready template for building Model Context Protocol (MCP) servers i…
59804
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
N/A N/A
59805
okx-wallet-H
Enables AI agents to access the full OKX exchange API for trading, market data,…
59806
paraph-sign
paraph-mcp Claim 1
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
81
59807
westkevin12
Transforms messy commit histories into clean, secure repositories by scanning f…
N/A N/A
59808
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
59809
WtecHtec
qa-workflow Claim
QA bug-fix workflow MCP server that waits for bug reports with source locations…
N/A N/A
59810
mfalcirolli1
mcp-server Claim
Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to us…
N/A N/A
59811
Tairon-ai
Enables interaction with the Sonic blockchain including wallet management, toke…
59812
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
59813 N/A N/A 95
59814
FMorgan-111
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
59815
ysfscream
Enables MQTT broker operations like connect, subscribe, and publish through MCP…
59816
octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
N/A N/A 81
59817
jitendrasinghsankhwar
An MCP server for intelligent LaTeX resume generation with multiple templates, …
N/A N/A
59818
Damilola-max
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
59819
DasClown
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
59820
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
N/A N/A
59821
perfectra1n
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
59822
dmitryborovoy-bot
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
59823
lokafinnsw
Argus MCP Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
N/A N/A
59824
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
59825
abdunur-dev
mcpcraft Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
N/A N/A
59826
shidhincr
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
59827
CarlosYonng
Enables business services to push error logs and generate diagnostic reports us…
59828
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
59829
minhlecsm
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
59830
ramandimbinirina
powerBI-mcp Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
N/A N/A
59831
cnitlrt
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
N/A N/A
59832 81
59833
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
59834
haithamelmengad
popcorn Claim
An MCP server that enables AI agents to analyze videos locally by extracting tr…
N/A N/A
59835
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
59836
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
59837
alpernae
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
59838
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
81
59839
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
N/A N/A
59840
paracetamol951
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
59841
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
59842
omattsson
Provides comprehensive Terragrunt documentation, configuration generation, and …
59843
ebin198351-akl
Agent Room Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
59844
optimusbasti
Enables management of sevdesk accounting and invoicing tasks including contacts…
81
59845
postio-uk
Postio Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
N/A N/A
59846
kud
mcp-opencode Claim
MCP server for opencode that queries GitHub Copilot models via a persistent ope…
N/A N/A
59847
chestnutforty
Provides backtesting-compliant financial data including company financials, his…
81
59848
dtjohnson83
Query OSHA safety standards (29 CFR 1910 & 1926) with plain-English summaries. …
N/A N/A 95
59849
BlockScience
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
81
59850
Ruiren1
mcp_project Claim
N/A N/A 95
Showing 59801–59850 of 59993 servers