MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47651
ma-za-kpe
voice-sphere Claim
N/A N/A 95
47652
Axis-Data-Labs
A minimal, production-ready starter for building Model Context Protocol servers…
81
47653
forattini-dev
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
47654
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
47655
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
N/A N/A
47656
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
47657
deepset-ai
deepset-mcp Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
47658
lazymac2x
Enables AI cost calculation, comparison, and optimization across major provider…
47659
trevorputbrese
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
47660
ryanlahen
smithery-mcp Claim
N/A N/A 95
47661
jacob-hartmann
A Model Context Protocol server for the Quire project management platform, enab…
47662
dopawei
academic-mcp Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
N/A N/A
47663 N/A N/A
47664
official-Arvind
A professional, full-fidelity MCP server enabling AI agents to fully control an…
47665
Shooooooooo
nvim-mcp Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
N/A N/A
47666
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
N/A N/A 95
47667
vision-release
devdoc Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
47668
mrorigo
Personal memory MCP server backed by SQLite FTS5 BM25 search with temporal rera…
N/A N/A
47669
pipeworx-io
Enables searching and querying Texas open data from data.texas.gov via the Socr…
81
47670
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
47671
Taump
obyte-mcp Claim
A local MCP server that enables AI tools to query Obyte blockchain data includi…
N/A N/A
47672
praveen030686
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
81
47673
EHrekov
Enables conversational product search and validation for e-commerce catalogs, w…
47674
leegunwon9133
ttutori Claim
N/A N/A 95
47675
mediagraph-io
Exposes the Mediagraph digital asset management API as an MCP server, enabling …
N/A N/A
47676
SeedToSold
A remote MCP server template deployable on Cloudflare Workers without authentic…
47677
enggvaij
Enables managing employee leave requests (apply, view, list leaves) through Cla…
N/A N/A
47678
webtoolbox
Model Context Protocol server for the Website Toolbox forum platform. Exposes f…
47679
Ahsansabir143
Enables Claude to monitor and execute Binance trading strategies through a boun…
47680
Cathylixi
A minimal MCP server with a sample search_news skill that demonstrates how Clau…
47681
colesmcintosh
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
47682
LinkleePublic
MCP server for Linklee that enables creating short links, listing links, gettin…
47683
alpacax
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
47684
archoor
AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Pro…
47685
mlenkov
Automatically generates MCP tools from JSON API configs, manages authentication…
47686
pranjal2410719
dev-mcp Claim
Turns AI assistants into active Technical Project Managers by providing a persi…
N/A N/A
47687
lakshya-aga
findata-mcp Claim
A financial data MCP server that provides documentation and code examples for a…
47688
hhy5562877
Douyin MCP Claim
Enables AI assistants to access Douyin (TikTok China) data including video sear…
N/A N/A
47689
confortistefano
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
47690
IIIJHORDANIII
Reads website pages and generates one cohesive image per page, with no text and…
N/A N/A
47691
Zutrix-Technologies
Connect your AI tools to Zutrix SEO data, enabling access to projects, keywords…
47692
satohubai
Search scored onchain-agent tooling: frameworks, MCP servers, wallets, x402 rai…
47693
bounded-systems
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
N/A N/A
47694
neverprepared
Converts Markdown files to Atlassian Document Format and publishes them to Conf…
47695
markryanbotha
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
47696
Zhong-y-j
Agent-Cortex Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
47697
CSOAI-ORG
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
81
47698
wdvipa
py-har-mcp Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
N/A N/A
47699
hectortemich
Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables …
47700
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
Showing 47651–47700 of 67226 servers
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