MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53501
NO-Product
A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
53502
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
53503
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
81
53504
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
53505
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
N/A N/A
53506
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
53507
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
53508
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
53509
sandersouza
Enables MCP-compatible agents to interact with Grafana instances for searching,…
53510
Sunilk240
A weather service built using Model-Context-Protocol (MCP) that provides curren…
53511
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
53512
nima-karami
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
53513
Sub-Bach
pronote-mcp Claim
A local MCP server that exposes Pronote (French school management system) data …
N/A N/A
53514
sirsjg
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
53515
sheikhBasit
A log analysis MCP server that enables tailing, searching, filtering, and summa…
N/A N/A
53516
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
53517
obrien-matthew
mcp-steam Claim
MCP server for Steam that enables LLM agents to manage gaming libraries, achiev…
53518
Somnath-Chattaraj
A starter template with ready-to-use tools for job searching (analyze descripti…
53519
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
53520
akamai-developers
A read-only MCP server for Akamai Cloud (Linode) that lets users ask plain-lang…
53521
bit-oasis
Enables AI assistants to interact with the BitOasis cryptocurrency exchange, in…
53522
decentralized-usd
Enables management of USDD protocol vaults, PSM swaps, savings, and token trans…
53523 N/A N/A 95
53524
Deepractice
RoleX Claim
Provides AI agents with persistent identity, social organization, and experienc…
N/A N/A
53525
sverze
Provides stock market data and analysis tools using the Finnhub API, including …
53526
shapedthought
Provides structured access to Veeam product network port requirements. Enables …
53527
JSONbored
Live operational + integration registry for Bittensor subnets: APIs, schemas, h…
53528
kesugwa
weather-mcp Claim
N/A N/A 95
53529
fritzprix
yfin-mcp Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
53530
qasper
Qasper Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
81
53531
ashlrai
webfetch Claim
License-first federated image search with attribution, dimensions, and download…
N/A N/A
53532
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
N/A N/A 95
53533
scitara-cto
A flexible, extensible framework for building MCP servers with API key authenti…
53534
KingDonRush
Local MCP server for agents to search, structure, and export authorized WhatsAp…
53535
GongRzhe
Enables AI assistants like Claude to interact with humans through intuitive GUI…
N/A N/A
53536
antidumpalways
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
81
53537
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
N/A N/A 95
53538
neromtoobad
docpilot-mcp Claim
An MCP server that provides tools to fetch live, version-accurate documentation…
N/A N/A
53539
reunionstudio
Airlock MCP Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
N/A N/A
53540
benzatkulak-collab
Social Perks Claim
Agent-native marketing platform: create campaigns, submit proofs, review submis…
53541
nic01asFr
Enables Claude to interact with collaborative Docs instances, providing documen…
53542 N/A N/A 95
53543 N/A N/A 95
53544
rdanieli
tentra-mcp Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
53545
joepangallo
web-recon-agent Claim 1
Owned-target web security assessment MCP server for authenticated, high-frictio…
N/A N/A 95
53546
tmtcomeup
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
N/A N/A 95
53547
srishtivverma
allai Claim
N/A N/A 95
53548
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
53549
dontcrash
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
53550
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
N/A N/A
Showing 53501–53550 of 53551 servers