MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63851 N/A N/A 95
63852
RFingAdam
Design and simulate wire antennas using the NEC2 method-of-moments solver via M…
N/A N/A
63853
srclight
model-radar Claim
MCP server that pings 130+ free coding LLM models across 17 providers in real-t…
63854
Moe03
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
N/A N/A
63855
cmudrc
pycycle-mcp Claim
Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enab…
N/A N/A 95
63856
Overtorment
Enables remote desktop control with screen capture and mouse/keyboard simulatio…
N/A N/A
63857
Xenovative
Sage MCP Claim
An academic research server that provides LLMs with full-text search and retrie…
81
63858
clawrag
clawrag Claim
N/A N/A 95
63859
yazilim-vip
Enables management of Apple Reminders on macOS, including creating, listing, se…
N/A N/A
63860
shuididata
Unlocks comprehensive enterprise data insights, enabling queries on business en…
63861
Voryn-Software
Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, A…
63862
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
63863
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
63864
leawn
Enables AI assistants to manage Apple Reminders lists and reminders on macOS, i…
N/A N/A
63865
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
63866
ajcastrob
A Model Context Protocol server for combating disinformation about Venezuela, i…
63867
HAnonym
debug-mcp Claim
A smart debugging agent that remembers errors, automatically diagnoses issues, …
N/A N/A
63868
TheNesdark
MariaDB-MCP Claim
Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only …
63869
chris-bangmedia
Enables managing cPanel accounts including subdomains, files, and WordPress ins…
N/A N/A
63870
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
63871
pisigmac
wikicapsule Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
N/A N/A
63872
Keith-hoka
rag-mcp Claim
Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, a…
63873
maschmann
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
N/A N/A
63874
lightblink
An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
N/A N/A
63875
themiguelamador
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
N/A N/A
63876
1995parham-learning
mcp101 Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
63877
renezander030
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
N/A N/A
63878
christian.nicolas
lumora Claim
N/A N/A 95
63879
StepIntoVision
Provides AI assistants with access to visionOS development articles from stepin…
63880
LoganInTX
An MCP server that layers additional Home Assistant tools on top of voska/hass-…
63881
achuthprince004
A powerful MCP server that enables AI agents to perform structured, multi-step …
63882
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
63883
DenneyTech
Create Feedback Magic widgets — feedback, surveys, changelog, roadmap — from yo…
N/A N/A
63884
vcode-sh
Enables deploying, managing, and interacting with Dokploy applications via natu…
63885
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
63886
oaslananka
Production-grade Model Context Protocol server for Google NotebookLM that lets …
63887
ZepioCs
Gives AI agents full control over Discord server creation and configuration. Ex…
N/A N/A
63888
nathanrcast
Enables AI agents to access Planning Center Online data including worship plans…
N/A N/A
63889
dkthecoder
A research-driven MCP server that uses 20+ years of psychological research to g…
N/A N/A
63890
Claire-s-Monster
pixi-task Claim
A secure MCP server providing controlled access to pixi tasks and commands, eli…
63891
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
63892
gotza02
Enables dynamic and reflective problem-solving through a structured thinking pr…
N/A N/A
63893
zetlen
Enables AI agents to check the health of internet infrastructure and specific s…
63894
ahays248
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
N/A N/A
63895
everstake
mcp Claim
An MCP server for Everstake's non-custodial staking data across 130+ networks: …
63896
Semiotronika
Nouz Claim
Semantic knowledge engine for Obsidian with auto-classification and DAG hierarc…
N/A N/A
63897
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
N/A N/A
63898
civilian7
Enables AI agents to send Telegram messages including text, images, links, and …
N/A N/A
63899
wishsoul
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
N/A N/A
63900
hahatu112113
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
N/A N/A
Showing 63851–63900 of 67291 servers