MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42501
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
N/A N/A 95
42502
ziamalik
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
N/A N/A
42503
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
N/A N/A
42504
daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
N/A N/A
42505
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
42506
steelhead99x
Provides weather forecast data from the US National Weather Service API through…
81
42507
piquesignal
Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
42508
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
42509
JigsawStack
Convert Speech to Text using JigsawStack's AI Models.
N/A N/A 95
42510
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
N/A N/A
42511
VxASI
Enables natural language control of Blender 3D through MCP clients, allowing cr…
N/A N/A
42512
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
N/A N/A
42513
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
N/A N/A 95
42514
984fht6
Enables intelligent nutrition tracking through natural language meal logging wi…
N/A N/A 95
42515
kermitic
Provides personalized store greetings combined with real-time weather informati…
81
42516
LightSpeedPlusOne
AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate AP…
N/A N/A 83
42517
xiaobenyang-com
mbit-test Claim
N/A N/A 95
42518
openclaw
Peekaboo Claim
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture…
N/A N/A
42519
arcoventure
Arco Lexicon Claim
Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
42520
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
42521
divineapi
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
N/A N/A 95
42522
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
42523
vertical-mcp
kolas-mcp Claim
MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KAT…
42524
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
42525
crbnos
carbon Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
N/A N/A
42526
evan-moon
memex Claim
Persistent note storage for AI agents. Memex lets your assistant save, search, …
N/A N/A
42527
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
81
42528
Rachit8484
geoseo-mcp Claim
Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
N/A N/A
42529
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
42530
wyre-technology
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
42531
inscada-app
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
42532
Leanmcp
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
N/A N/A
42533
bluerock-io
bluerock Claim
Runtime visibility for Python MCP servers. Captures tool calls, session lifecyc…
N/A N/A
42534
Jignesh-Ponamwar
skills-mcp Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
42535
moiri-gamboni
Enables listing image files in a directory and reading their content as base64 …
N/A N/A
42536
kajolchawla98
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
N/A N/A
42537
ThambimuthuAnush24
Enables resume parsing, querying, and email notifications via MCP tools.
42538
kassol
mcp-searxng Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
42539
slackwarecps
HTTP bridge that exposes MCP tools via POST endpoint, enabling remote LLMs to a…
42540
ys1173
Enables AI assistants to query Apache Iceberg tables on S3 via AWS Glue Data Ca…
42541
atomicstrata
atomicmemory Claim
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework …
N/A N/A
42542
nahdd123uosackr
nahdd123 Claim
N/A N/A 95
42543
ExaltedTrou6
b24-dev-git Claim
N/A N/A 95
42544
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
42545
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
42546
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
42547
agent-sh
Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop…
N/A N/A
42548
sfr-development
AI-Powered Offensive Security Research Engine - desktop-native security testing…
N/A N/A
42549 N/A N/A 95
42550
device-context-protocol
dcp Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
N/A N/A
Showing 42501–42550 of 43430 servers
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