MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24551
1nbuc
Enables interaction with SAP Integration Suite for designing, creating, and man…
D 50 4⁄4 ◐ ⏳ 48 36 — 30 81 —
24552
geopolitis
Enables secure management of agent-scoped secrets in HashiCorp Vault through MC…
D 50 4⁄4 ◐ ⏳ 44 38 — 35 81 —
24553
Sriragulcodez
RagMCP ⚡ Claim
A local command-based assistant that enables users to control system tools, pla…
D 50 4⁄3 ◐ ⏳ 50 30 N/A 27 89 —
24554
suryawanshishantanu6
Time-MCP Claim
An agentic AI system that answers time-related questions by calling a time API …
D 50 4⁄4 ◐ ⏳ 60 32 — 16 81 —
24555
CaullenOmdahl
Provides access to SvelteKit and Tailwind CSS documentation, code snippets, and…
D 50 4⁄4 ◐ ⏳ 60 20 — 33 81 —
24556
nkapila6
MCP Casambi ⚡ Claim
Enables control of lights in CASAMBI networks through Bluetooth interface witho…
D 50 4⁄3 ◐ ⏳ 54 7 N/A 42 95 —
24557
cassiusoat
ChemMCP ⚡ Claim
A chemistry computation platform providing 19 professional tools for molecular …
D 50 4⁄4 ◐ ⏳ 42 30 — 45 84 —
24558
ImRonAI
Provides comprehensive access to Telnyx's telephony and communication services …
D 50 4⁄4 ◐ ⏳ 56 32 — 24 81 —
24559
schemacrawler
schemacrawler-ai ⚡ Claim 1
Enables natural language schema queries — explore tables, keys, procedures, and…
D 50 3⁄3 ◐ ⏳ 30 N/A N/A 51 73 —
24560
yandex
Enables AI assistants to perform real-time web searches and retrieve AI-generat…
D 50 4⁄4 ◐ ⏳ 54 30 — 28 81 —
24561
sparshdrolia
Creates and maintains a semantic knowledge graph of code that allows maintainin…
D 50 4⁄3 ◐ ⏳ 48 31 N/A 24 90 —
24562
karan19
Enables debate search and citation functionality through web search, Wikipedia,…
D 50 4⁄4 ◐ ⏳ 42 43 — 30 81 —
24563
enfp-dev-studio
BlockbenchMCP ⚡ Claim
Connects Claude AI to Blockbench through Model Context Protocol, enabling AI-as…
D 50 4⁄3 ◐ ⏳ 42 20 N/A 42 95 —
24564
sonzentherevolution
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Autom…
D 50 4⁄3 ◐ ⏳ 60 13 N/A 23 95 —
24565
ag2-mcp-servers
An MCP server that enables authentication and authorization with Google's OAuth…
D 50 4⁄4 ◐ ⏳ 45 50 — 21 76 —
24566
memarai0
Memara Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
D 50 3⁄3 ◐ ⏳ 36 N/A N/A 12 95 —
24567
andysalvo
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust …
D 50 4⁄4 ◐ ⏳ 72 0 — 42 80 —
24568
Malachi-devel
A modular, scalable news aggregation backend that provides a unified interface …
D 50 4⁄4 ◐ ⏳ 56 32 — 22 81 —
24569
firmmaple
A-Share MCP Server ⚡ Claim
Provides comprehensive A-share (Chinese stock market) data including stock info…
D 50 4⁄4 ◐ ⏳ 42 38 — 38 81 —
24570
thichcode
A Model Context Protocol server for integrating with ServiceDesk Plus On-Premis…
D 50 4⁄4 ◐ ⏳ 57 35 — 21 80 —
24571
nanbingxyz
mcpsvr ⚡ Claim
Discover Exceptional MCP Servers
D 50 4⁄3 ◐ ⏳ 50 15 N/A 35 95 —
24572
Jungley8
Enables management of WeChat Official Accounts by supporting draft creation, im…
D 50 4⁄4 ◐ ⏳ 42 43 — 30 80 —
24573
ag2-mcp-servers
An MCP Server that enables interaction with the Obono RKSV API, automatically g…
D 50 4⁄4 ◐ ⏳ 45 47 — 21 80 —
24574
1-ARIjitS
Enables translation and text rephrasing using DeepL's API through a cloud-deplo…
D 50 4⁄4 ◐ ⏳ 50 27 — 42 80 —
24575
ccnn2509
Provides SEO automation with tools for keyword research, SERP analysis, and com…
D 49 4⁄4 ◐ ⏳ 60 20 — 27 81 —
24576
ChutinRop
MCP Study Agent Claim 1
An MCP server that enables users to interact with local documents for education…
D 49 4⁄3 ◐ ⏳ 27 50 N/A 25 92 —
24577
kawayiYokami
What Happen MCP ⚡ Claim
Aggregates news from 70+ platforms across categories like tech, finance, social…
D 49 4⁄4 ◐ ⏳ 54 26 — 28 81 —
24578
annyzhou
GCAL-MCP ⚡ Claim 1
A Model Context Protocol server that provides read-only access to the Google Ca…
D 49 4⁄4 ◐ ⏳ 41 27 — 45 83 —
24579
gfuener
A management interface for MCP servers built with Angular 17 and Bootstrap 5.
D 49 4⁄3 ◐ ⏳ 46 27 N/A 23 95 —
24580
zcking
MCP Server UniFi ⚡ Claim
A server implementation that enables natural language interactions with UniFi n…
D 49 4⁄4 ◐ ⏳ 48 27 — 40 81 —
24581
electrocucaracha
A lightweight MCP server implementation that provides a simple tool for fetchin…
D 49 4⁄4 ◐ ⏳ 42 35 — 35 81 —
24582
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 4⁄4 ◐ ⏳ 42 46 — 24 81 —
24583
shashwatgtm
Professional GTM consultation MCP server with EPIC framework
D 49 4⁄3 ◐ ⏳ 46 22 N/A 29 94 —
24584
carlmax6632-lab
Keploy Claim
Keploy is an open-source AI-powered testing platform that helps developers achi…
D 49 3⁄3 ◐ ⏳ 32 N/A N/A 15 95 —
24585
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud's Workload Manager API…
D 49 4⁄4 ◐ ⏳ 45 47 — 21 78 —
24586
jmu
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 49 4⁄4 ◐ ⏳ 42 43 — 27 81 —
24587
jaalbin24
WikiJS MCP Server ⚡ Claim 2
A Model Context Protocol server that enables Claude to read and update document…
D 49 4⁄4 ◐ ⏳ 43 42 — 24 82 —
24588
hsm207
A minimal reproduction repository designed to demonstrate and test Chrome exten…
D 49 4⁄3 ◐ ⏳ 42 28 N/A 27 95 —
24589
vmm
Enables control of TP-Link Kasa smart home devices through natural language com…
D 49 4⁄3 ◐ ⏳ 36 46 N/A 13 95 —
24590
danttis
Eternity MCP ⚡ Claim
A privacy-focused local memory server that provides long-term semantic storage …
D 49 4⁄3 ◐ ⏳ 42 22 N/A 48 87 —
24591
rickcen01
An advanced MCP server that provides interactive feedback mechanisms with suppo…
D 49 4⁄4 ◐ ⏳ 42 33 — 38 81 —
24592
nibesh0
Enables comprehensive network security scanning and vulnerability assessment us…
D 49 4⁄3 ◐ ⏳ 50 26 N/A 19 95 —
24593
ag2-mcp-servers
NHL Scores MCP Server ⚡ Claim 1
An MCP Server that provides access to NHL (National Hockey League) scores and s…
D 49 4⁄4 ◐ ⏳ 45 45 — 21 80 —
24594
doriandarren
An MCP server that enables the automated creation and scaffolding of Python Dja…
D 49 3⁄3 ◐ ⏳ 27 N/A N/A 25 95 —
24595
synackpwn
Enrichment MCP Server ⚡ Claim 1
A Model Context Protocol server that performs third-party threat intelligence e…
D 49 4⁄4 ◐ ⏳ 57 25 — 24 81 —
24596
smithery-ai
A Notion workspace is a collaborative environment where teams can organize work…
D 49 5⁄5 ◐ ⏳ 68 60 0 30 76 —
24597
ag2-mcp-servers
Fitness MCP Server ⚡ Claim 1
An MCP server that provides an interface to Google's Fitness API, enabling inte…
D 49 4⁄4 ◐ ⏳ 45 47 — 21 78 —
24598
ayushsinghvi92
MCP server that enables AI assistants to perform SEO automation tasks including…
D 49 4⁄4 ◐ ⏳ 60 22 — 22 82 —
24599
ag2-mcp-servers
MailScript MCP Server ⚡ Claim 1
An MCP server that enables interaction with the MailScript API, allowing manage…
D 49 4⁄4 ◐ ⏳ 45 45 — 21 78 —
24600
ag2-mcp-servers
An MCP Server that enables users to interact with Google's On-Demand Scanning A…
D 49 4⁄4 ◐ ⏳ 45 47 — 21 76 —
Showing 24551–24600 of 69261 servers
« Prev 1 … 490 491 492 493 494 … 1386 Next »