MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
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
54551
AgenticBIHQ
AgenticBI Claim
Connect your business data to any MCP client. AgenticBI agents find the right d…
54552
siavashdelkhosh81
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
54553
PYmili
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
54554
dheerajmw
Enables appending content to Google Docs and creating Gmail drafts with human-i…
54555
obot-platform
Enables comprehensive management of WordPress sites including posts, users, med…
54556
stevebrownlee
Integrates with a running Storybook instance to let AI-powered coding tools bro…
N/A N/A
54557
algo-wallet
x402mcp Claim
81
54558
idean3885
Enables AI agents to plan trips by searching flights, accommodations, and activ…
54559
studiomeyer-io
mcp-crew Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
N/A N/A 95
54560
thecturner
jankins Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
54561
Leeroo-AI
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
N/A N/A
54562
janwilmake
x-crm Claim
N/A N/A 95
54563
yuita-Genecraft
handoff-mcp Claim
A remote MCP server that maintains project focus on a north star goal, enabling…
54564
pipeworx-io
mcp-opensea Claim
Enables querying NFT marketplace data from OpenSea's v2 API, including fetching…
54565
borgius
kanban-lite Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
N/A N/A
54566
MaidedPonce
My First MCP Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
54567
FalsifyLab
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, P…
N/A N/A
54568
laoluojuhai
Enables AI assistants to inspect, modify, export, and validate design documents…
N/A N/A
54569
afrozk
An MCP server that enables searching for jobs across Australian platforms (Seek…
54570
codinghaven
mrmarket.ai Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
54571
tterrasson
mcp-searxng Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
54572
QuocTang
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
54573
WhoSoEverM8
knowmind Claim
Knowledge graph & long-term memory for AI agents: recall, relations, store, sta…
N/A N/A
54574
JSungMin
Routes an AI coding agent's code search through an official language-server ind…
N/A N/A
54575
chiKeka
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
N/A N/A
54576
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
54577
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
54578
mrinalghosh
MCP server that lets Claude drive a running TouchDesigner instance to create op…
N/A N/A
54579
coldielb
inked Claim
inked
81
54580
Longfortv5
Here is a brief description of what our MCP server does: Description Project …
54581
ColbySerpa
Enables semantic search across Cairo and Starknet documentation, providing AI a…
N/A N/A
54582
StreamlinedStartup
sendook-mcp Claim
MCP server for Sendook - an AI email communication platform. Enables AI agents …
54583
qduc
code-rag-mcp Claim
Enables semantic search over codebases using natural language queries, returnin…
N/A N/A
54584
superseoworld
semrush-mcp Claim
MCP server providing tools to access Semrush API data for domain analytics, key…
54585
Szatek
An MCP server that allows AI agents to search and retrieve GIFs using the Giphy…
54586
easyspace
spotify-mcp Claim
N/A N/A 95
54587
Bundelkund
tenant-mcp Claim
Thin MCP server that proxies the personal Tenant service to Claude Desktop, ena…
54588
dpaula
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
N/A N/A
54589
delta-and-beta
Maps Electron app IPC handlers to MCP tools and provides 33 built-in CDP tools …
N/A N/A
54590
abhalani648
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
54591
jiabin-24
Mail MCP Claim
An email assistant MCP server that enables mailbox operations such as listing f…
54592
ndcorder
codex-bridge Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
N/A N/A
54593
sint-ai
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
54594
cohm
indico-mcp Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
54595
LRGEX
Stateless MCP server exposing the full Notion API as 33 tools, enabling users t…
54596
Psilolouben
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
54597
icedsg
Captures ideas from conversations and organizes them into a persistent, hierarc…
N/A N/A
54598
startino
Provides full read-write access to PostgreSQL databases with advanced transacti…
N/A N/A
54599 N/A N/A 95
54600
BrosnanYuen
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
N/A N/A
Showing 54551–54600 of 57357 servers