MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56001
Wallbit
Wallbit MCP Claim
Enables AI assistants to interact with Wallbit's API for financial operations l…
56002
horiastanxd
claude-init Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
N/A N/A
56003
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
56004
LorenzoNava99
MCP Agents Claim
Enhances Claude Code's Task tool with session resumption and independent agent …
N/A N/A
56005
dannyhertz
A Python-based MCP server demonstrating tools for math calculations, time retri…
56006
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
56007
VVi3ard
1c-buddy-mcp Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
N/A N/A
56008
wyre-technology
auvik-mcp Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
56009
tsdevstack
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
N/A N/A
56010
pipeworx-io
Provides access to the USGS Earthquake Catalog for querying earthquake events v…
56011
MindMadeLab
x-mcp-server Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
N/A N/A
56012
Knuckles-Team
Enables AI agents to manage system updates, application installations, and remo…
56013
xiayangqun
A stdio MCP server that enables agents without native vision to ask an OpenAI-c…
N/A N/A
56014
dwin-gharibi
Enables semantic search and retrieval for Persian content through Roshan AI's B…
56015
liliangshan
Manages project standards, configurations, and API debugging for AI-assisted de…
N/A N/A
56016
talandrius
Automates Looker Studio dashboards using Playwright, enabling creation, modific…
N/A N/A
56017
uxfreak
Enables AI assistants to inspect React component trees, props, state, and sourc…
56018
BrextherFx
An MCP server for Zerodha Kite Connect that enables AI agents to execute trades…
56019
multivon-ai
multivon-mcp Claim
MCP server that gives AI coding agents direct access to evaluation tools.
56020
CarnivalBigTop
dearhuman Claim
Send e-cards to your human. The first store built for AI agents; free, no API k…
56021
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
56022
aryxnsdfs
token-diet Claim
An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
N/A N/A
56023
webtoolbox
An MCP server for semantic code search using Qdrant vector database, enabling n…
56024
PTrobe
Enables querying local meeting notes, calendar events, email metadata, and dail…
N/A N/A
56025
sbrunner-atx
fldigi-mcp Claim
Enables MCP clients like Claude Desktop to control the fldigi amateur radio dig…
56026
demomagic
sip Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
N/A N/A 95
56027
9Churze
Enables AI assistants to query nearby parties, retrieve party details, and gene…
56028
RetrogradeLabs
Search peer-reviewed papers and research methodology guidance from your AI agen…
56029
Benmebrouk
Wauldo Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
56030
RishaanJ
govee-mcp Claim
Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…
N/A N/A
56031
junter1989k-ai
Zambia payments for AI agents — mobile money via Flutterwave. Never holds funds.
56032
robobobby
danish-cvr Claim
Enables AI assistants to search and look up Danish and Norwegian company regist…
56033
AstroCorp
Enables AI assistants to search the internet using DuckDuckGo and extract clean…
N/A N/A
56034
OneAtDrt
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
N/A N/A
56035
manganate006
Enables AI assistants to browse properties, manage conversations, update availa…
56036
WhiteNightShadow
MCP server that lets a high-capability director model drive the firefox-reverse…
N/A N/A
56037
shadcnspace
MCP server for Shadcn Dashboard that enables AI to discover, search, and instal…
N/A N/A
56038
BaranziniLab
SPOKEAgent Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
56039
felippeyann
agentfi Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
56040
rnwkr7rscy-lang
fittin-mcp Claim
Patent prior art search and startup IP intelligence for AI founders. Clone risk…
56041
wolfbetcomcasino-prog
Enables users to calculate safe gambling budgets based on financial situation a…
N/A N/A 95
56042
cmendezs
mcp-ksef-pl Claim
Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON…
N/A N/A
56043
iceleaf916
MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…
56044
wfz0345
test Claim
N/A N/A 95
56045
ruslanmv
Demo Server Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
N/A N/A
56046
atlas-outreach-data-tools
MCP server for ATLAS Open Data that enables LLMs to discover, query, and retrie…
N/A N/A
56047
tengzhijian
Weather MCP Claim
A MCP server for querying real-time weather information for any city worldwide …
56048
douglac
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
56049
AlwaysSany
Provides tools for nutrition data retrieval, meal planning, and dietary analysi…
56050
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
Showing 56001–56050 of 66495 servers