MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62001
chipsxp
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
— ○ ⏳ — N/A N/A — — —
62002
ToxMCP
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
— ○ ⏳ — N/A N/A — — —
62003
chrischall
untappd-mcp Claim
An MCP server that interfaces with Untappd's mobile API to search beers, brewer…
— ○ ⏳ — — — — — —
62004
ramadhanidiwanda-alt
threads-mcp Claim
MCP server for Threads comment research — analyze public sentiment, frustration…
— ○ ⏳ — — — — — —
62005
RBG-WebDesign
Enables AI coding agents to control and interact with Unreal Engine 4.27 editor…
— ○ ⏳ — N/A N/A — — —
62006
pete-builds
A safety gate for agent-proposed NixOS configuration changes, grading security-…
— ○ ⏳ — N/A N/A — — —
62007
D-Ogi
mcp-kdenlive Claim
Enables AI agents to control a running Kdenlive video editor instance via D-Bus…
— ○ ⏳ — N/A N/A — — —
62008
RuJerome
Telofy Claim
AI phone receptionist for small businesses: read calls, leads and booked appoin…
— ○ ⏳ — — — — — —
62009
lisamaraventano-spine
First Dollar Claim
A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…
— ○ ⏳ — N/A N/A — — —
62010
Eazy-Ops
Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and…
— ○ ⏳ — — — — — —
62011
teampolarity
cosmos Claim
MCP server for the cosmos exocortex from Polarity Lab. Read and write your pers…
— ○ ⏳ — — — — — —
62012
phantomts
A personal-life database with 47 tools across 13 domains, enabling semantic sea…
— ○ ⏳ — — — — — —
62013
lazymac2x
Cloudflare Workers MCP server: embedding-search
— ○ ⏳ — — — — — —
62014
sanjeevkkansal
solfleet Claim
Agent-safe management of independent Solana validators and RPC nodes over MCP a…
— ○ ⏳ — — — — — —
62015
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
— ○ ⏳ — — — — — —
62016
helbertparanhos
Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete a…
— ○ ⏳ — — — — — —
62017
ColOfAbRiX
Blueprint Claim
Blueprint is an MCP server that enables AI assistants to create C4 software arc…
— ○ ⏳ — N/A N/A — — —
62018
julioalberto64
A framework for building MCP servers with standardized tools, authentication, l…
— ○ ⏳ — — — — 81 —
62019
Kubova-com
@kubova/mcp Claim
Lets AI agents pack shipping containers using the Kubova calculator, with tools…
— ○ ⏳ — — — — — —
62020
tomato-ga
webgpt MCP Claim
Local MCP server for Codex to send prompts to ChatGPT Web Pro extension and man…
— ○ ⏳ — N/A N/A — — —
62021
mariow
Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…
— ○ ⏳ — — — — — —
62022
IvanMurzak
Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unr…
— ○ ⏳ — N/A N/A — — —
62023
Type-zero-labs
actual-mcp Claim
Enables agents to read and edit budgets in Actual Budget via natural language, …
— ○ ⏳ — — — — — —
62024
s3rgiosan
Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …
— ○ ⏳ — — — — — —
62025
ciphernaut
An adaptive MCP server that grows and evolves based on user needs through self-…
— ○ ⏳ — N/A N/A — 95 —
62026
pulltrader
Pulltrader Claim 1
Trading-card research and seller economics: identify cards, check sold comps, a…
— ○ ⏳ — — — — 67 —
62027
obot-platform
A Model Context Protocol server for Salesforce that enables managing contacts, …
— ○ ⏳ — — — — — —
62028
Mohabdo21
Linux MCP Claim
Linux MCP server for real-time system monitoring - CPU, memory, disk, network, …
— ○ ⏳ — N/A N/A — — —
62029
vorionsys
MCP server for AI-agent governance using trust scoring, behavioral signals, and…
— ○ ⏳ — N/A N/A — — —
62030
jonnonz1
shipyard Claim
Ship, discover and review vibe-coded projects on Shipyard, the invite-only feed…
— ○ ⏳ — — — — — —
62031
zecure
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
— ○ ⏳ — — — — 81 —
62032
Afstkla
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
— ○ ⏳ — N/A N/A — — —
62033
lowbridgee
engram-mcp Claim
An MCP server that enables semantic and keyword search over Claude Code convers…
— ○ ⏳ — N/A N/A — — —
62034
minutojaragua
Preço do m² por bairro em 6 cidades de Santa Catarina, Brasil. Dados abertos do…
— ○ ⏳ — — — — — —
62035
lumerix7
A proxy server that forwards MCP requests to a JetBrains IDE server, with suppo…
— ○ ⏳ — N/A N/A — — —
62036
misdarmanto
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
— ○ ⏳ — N/A N/A — — —
62037
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
— ○ ⏳ — N/A N/A — 95 —
62038
LiuHao-1443
Stamp it Claim
An MCP server that adds full-screen text or image watermarks to images with int…
— ○ ⏳ — N/A N/A — — —
62039
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
— ○ ⏳ — N/A N/A — — —
62040
Cubiczan
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
— ○ ⏳ — — — — — —
62041
MRWillisT
PullNexus Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
— ○ ⏳ — — — — — —
62042
developkiko
MCP server for terminal operations and file editing, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
62043
aryazansev
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
— ○ ⏳ — — — — — —
62044
iFurySt
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
— ○ ⏳ — N/A N/A — — —
62045
NahomWondimu
Provides web and local search capabilities via the Brave Search API, with pagin…
— ○ ⏳ — — — — — —
62046
kinsy-ai
Kinsy Claim
Finished, editable PowerPoint (.pptx) decks from a brief and your documents
— ○ ⏳ — — — — — —
62047
Synametrics
Enables email address validation and outbound email status checking for the Xea…
— ○ ⏳ — N/A N/A — — —
62048
Heretek-RE
Enables querying a curated reverse engineering knowledge base covering techniqu…
— ○ ⏳ — — — — — —
62049
zenjoy
An MCP server for domain management, enabling domain availability checks, bulk …
— ○ ⏳ — — — — — —
62050
yuzhi-jiang
memos-mcp Claim
Connects to Memos note-taking service to read, write, search, filter, and manag…
— ○ ⏳ — — — — — —
Showing 62001–62050 of 69052 servers