MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63801
srishtivverma
allai Claim
— ○ ⏳ — N/A N/A — 95 —
63802
hahatu112113
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
— ○ ⏳ — N/A N/A — — —
63803
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
— ○ ⏳ — — — — — —
63804
TheGreatAxios
A lightweight MCP server that enables AI assistants to securely read, create, a…
— ○ ⏳ — N/A N/A — — —
63805
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
— ○ ⏳ — N/A N/A — — —
63806
thomascox
Enables LinkedIn automation including search, profile viewing, connection manag…
— ○ ⏳ — N/A N/A — — —
63807
saturnino-adrales
mysql-mcp Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
— ○ ⏳ — — — — — —
63808
CorgiCorner
tickward MCP Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
— ○ ⏳ — — — — — —
63809
Johnserf-Seed
SportteryAPI Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
— ○ ⏳ — — — — — —
63810
btabiado
Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 dri…
— ○ ⏳ — — — — — —
63811
matematicsolutions
cl-eli-mcp Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
— ○ ⏳ — — — — — —
63812
truxt-ai
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
— ○ ⏳ — — — — — —
63813
mumez
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
— ○ ⏳ — — — — — —
63814
wplaunchify
One-click website design cloning with Puppeteer. Captures HTML, CSS, colors, fo…
— ○ ⏳ — N/A N/A — — —
63815
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
— ○ ⏳ — — — — — —
63816
signal-slot
Provides MCP tools to review git changes using OpenAI Codex CLI, enabling code …
— ○ ⏳ — N/A N/A — — —
63817
HugoRS00
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
— ○ ⏳ — — — — — —
63818
TyrelCB
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
— ○ ⏳ — N/A N/A — — —
63819
opastorello
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
— ○ ⏳ — — — — — —
63820
cybrium-ai
Provides AI coding assistants with real-time security scanning superpowers, inc…
— ○ ⏳ — N/A N/A — — —
63821
E-Conners-Lab
A local MCP server for interacting with a network lab, supporting read-only and…
— ○ ⏳ — N/A N/A — — —
63822
21967201
Provides file system tools, code analysis prompts, async tasks, and secure HTTP…
— ○ ⏳ — — — — — —
63823
devstroop
A remote MCP server that provides AI memory and personalization tools for Honch…
— ○ ⏳ — — — — — —
63824
amamirugi
Enables claude.ai to connect to GitHub MCP using OAuth, providing full toolset …
— ○ ⏳ — — — — — —
63825
HellioSolutions
Exposes the Hellio Messaging API as MCP tools for SMS, OTP, voice, HLR lookup, …
— ○ ⏳ — — — — — —
63826
ProductionLineHQ
Cortex Claim
Persistent memory MCP server for Claude Code that captures and recalls project …
— ○ ⏳ — N/A N/A — — —
63827
Geoffrey313
A Model Context Protocol server that exposes an Outline knowledge base to MCP c…
— ○ ⏳ — — — — — —
63828
pamelafox
A Python MCP server that authenticates users via Microsoft Entra ID, stores per…
— ○ ⏳ — — — — — —
63829
thananauto
Provides utility tools including random jokes, current weather, and name-based …
— ○ ⏳ — — — — — —
63830
dekaic
A cross-agent MCP server development kit that lets you build once and connect w…
— ○ ⏳ — — — — — —
63831
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
— ○ ⏳ — N/A N/A — — —
63832
lmlyons5
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
— ○ ⏳ — N/A N/A — — —
63833
hanshs474
veida-mcp Claim
Generate AI images from a prompt with no API key, using Veida's anonymous free …
— ○ ⏳ — N/A N/A — — —
63834
jcmach01
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
— ○ ⏳ — — — — — —
63835
johnymontana
A Model Context Protocol server for generating text embeddings using OpenAI, An…
— ○ ⏳ — N/A N/A — — —
63836
kennypeh85
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
— ○ ⏳ — N/A N/A — — —
63837
zongqichen
Provides access to ORD specification and concept explanations with tools to ret…
— ○ ⏳ — N/A N/A — — —
63838
gabe-almeida
An MCP server for programmatic management of Meta (Facebook/Instagram) advertis…
— ○ ⏳ — — — — — —
63839
vkolotov
In-memory MCP server for cooperative collaboration between separate agents, ena…
— ○ ⏳ — — — — — —
63840
shuruheel
mcp-engram Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
— ○ ⏳ — N/A N/A — — —
63841
peakacom
Enables LLMs to inspect schemas and execute SQL queries on Peaka projects using…
— ○ ⏳ — — — — — —
63842
RFingAdam
Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB,…
— ○ ⏳ — N/A N/A — — —
63843
markmhendrickson
Provides Bitcoin and Stacks wallet operations including sending, receiving, bal…
— ○ ⏳ — N/A N/A — — —
63844
tecnomanu
Provides network monitoring capabilities including real-time latency measuremen…
— ○ ⏳ — N/A N/A — — —
63845
ryan-greenfieldlabs
youtube Claim
— ○ ⏳ — N/A N/A — 95 —
63846
misternay
MCP server that drives chat.sakana.ai via headless Chrome with persistent sessi…
— ○ ⏳ — N/A N/A — — —
63847
JDS300
Limitless Claim
A portable self-hosted memory layer for AI tools, storing context, memories, an…
— ○ ⏳ — — — — — —
63848
automatikstudio
An MCP server that generates comprehensive AI-powered investor pitch decks for …
— ○ ⏳ — N/A N/A — 95 —
63849
nevergoodstudy-hub
MCP server that enables AI agents to fetch and summarize WeChat public articles…
— ○ ⏳ — — — — — —
63850
exploitintel
eip-mcp Claim
Gives AI assistants access to the Exploit Intelligence Platform for vulnerabili…
— ○ ⏳ — — — — — —
Showing 63801–63850 of 69027 servers