MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32601
dumbspacecookie
openeye Claim
Procedure verification for AR/XR with memory, visual sessions, and DPO trajecto…
N/A N/A
32602
natorus87
kiwiki Claim
A self-hosted Markdown knowledge base and Agent Harness with an MCP server that…
32603
dmang-dev
mcp-pine Claim
Memory inspection and savestate control for PCSX2 and other emulators speaking …
N/A N/A
32604
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
32605
Odyssey365App
mcp-server Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
N/A N/A 83
32606
MongLong0214
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
N/A N/A
32607
NeousAxis
aya-registry Claim
Search 367k+ verified businesses; earn cashback when an agent routes a real pur…
32608
Lakshmi-Chakradhar-Vijayarao
Epistemic guard for AI coding: tracks uncertain values and blocks writes until …
N/A N/A
32609
jackculpan
Search award flight availability, points pricing, and status matches from your …
32610
ryanleecode
Enables AI assistants to generate UI components and web interfaces from natural…
32611 N/A N/A 95
32612
purposemc
test-server Claim
N/A N/A 95
32613
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
N/A N/A
32614
Provides dev-server lifecycle management and Chrome browser automation tools (1…
N/A N/A
32615
VibeTechnologies
Vibe MCP Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
32616
ramzess-ru
A remote MCP server deployable on Cloudflare Workers without authentication, en…
N/A N/A
32617
rahulsamant37
MCP-GROQ Claim
Provides a suite of AI tools for web search, mathematical calculations, and tec…
32618
Enables AI assistants to interact with Anytype knowledge base via natural langu…
N/A N/A
32619
Provides inventory analysis, risk assessment, demand forecasting, and recommend…
N/A N/A
32620
Enables AI agents to control Ansys Zemax OpticStudio via ZOS-API, allowing opti…
N/A N/A
32621
marckwei
A Model Context Protocol server that provides tools for interacting with Yahoo …
81
32622
Enables intelligent identification and validation of compound data from documen…
N/A N/A
32623
ch-eli-mcp Claim
MCP server for Swiss federal legislation metadata via Fedlex, enabling search a…
N/A N/A
32624
Generates multi-color anatomical muscle diagrams and provides exercise search/r…
32625
ramkrsna
A Model Context Protocol server that enables AI agents to interact directly wit…
N/A N/A
32626
durvester
Enables interaction with Practice Fusion EHR through 19 healthcare tools for pa…
81
32627
Lets any MCP client drive the recruiting workflow in natural language: create r…
32628
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
32629
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
32630
kikcmime
Enables reading browser DevTools data (tabs, console errors, network requests, …
N/A N/A
32631
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
32632
dq042000
A TypeScript-based MCP server that enables code search, file reading, and proje…
32633
namabile
An MCP server for executing Malloy queries and managing Malloy resources.
32634
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
N/A N/A
32635
Shloimy15e
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
N/A N/A
32636
nitrocloudofficial
NitroStack Claim
A Python framework for building MCP servers with modular architecture, dependen…
32637
mcp Claim
MCP (Model Context Protocol) server for Appwrite
32638
jan3dev
Agentic AQUA Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
N/A N/A
32639
borgius
kanban-lite Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
N/A N/A
32640
alexbouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
32641
salviz
Provides 240 tools for managing Google Workspace services including Gmail, Driv…
81
32642
dkruyt
mcp-nettools Claim
A Model Context Protocol server that provides network diagnostics and scanning …
32643
emanuelmoraes
Enables AI clients to manage and manipulate text files in a secured local direc…
N/A N/A
32644
NikiforovAll
Remote MCP server for Hangfire that exposes background jobs as dynamic MCP tool…
32645
gregorizeidler
Enables natural language queries for Porto Alegre's public transport system, in…
N/A N/A
32646
neryams
journal-rag Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
N/A N/A
32647
aviral-mishra-1008
Monitors Jenkins CI builds in real-time, fetching build status and logs on fail…
N/A N/A
32648
semanticintent
MCP server for Cloudflare D1 database introspection, providing schema analysis,…
32649
kazuph
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
N/A N/A 95
32650
Flupke68
Ultimath Claim
Stop hallucinating numbers. An MCP server that runs every math expression throu…
Showing 32601–32650 of 62098 servers
« Prev 1 651 652 653 654 655 1242 Next »