MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47351
Surya07102000
Enables note management (create, read, update, delete, list) through MCP, with …
— ○ ⏳ — — — — — —
47352
Tmalone1250
kinetifi-mcp Claim
Cross-chain MCP server that coordinates operations between Casper and Mantle ne…
— ○ ⏳ — — — — — —
47353
slicenferqin
Provides any AI CLI tool with long-term memory using a three-tier architecture …
— ○ ⏳ — N/A N/A — — —
47354
divineapi
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
— ○ ⏳ — N/A N/A — 95 —
47355
hi-jin
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
— ○ ⏳ — N/A N/A — — —
47356
Aleksey-Panf
Unified MCP server combining Hunter.io email finding with Apollo company intell…
— ○ ⏳ — — — — — —
47357
ShigeruWakida
A rule-based MCP server that automatically applies configured rules at specifie…
— ○ ⏳ — N/A N/A — — —
47358
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
— ○ ⏳ — — — — — —
47359
howbizarre
A foundational MCP server for integrating B2Bizzio business intelligence servic…
— ○ ⏳ — N/A N/A — — —
47360
Devparihar5
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
— ○ ⏳ — — — — — —
47361
chhanz
Fetches AWS What's New announcements by month, allowing users to query announce…
— ○ ⏳ — — — — — —
47362
dylansumser
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
— ○ ⏳ — — — — — —
47363
littlehongman
Maps internal API endpoints to agent tools using OpenAPI specs, allowing agents…
— ○ ⏳ — — — — — —
47364
atomno-mcp
MCP server for Russian Rosreestr open cadastral data — lookup by cadastral numb…
— ○ ⏳ — — — — — —
47365
Selenium39
MCP server for Creem.io providing tools to manage subscriptions, products, paym…
— ○ ⏳ — — — — — —
47366
AiAgentKarl
Linux system administration via AI agents — MCP server for managing services, p…
— ○ ⏳ — N/A N/A — — —
47367
respanai
Enables AI assistants to access and manage Respan logs, traces, customers, and …
— ○ ⏳ — — — — 81 —
47368 — ○ ⏳ — N/A N/A — 95 —
47369
SemanticaAI
Monitor brand visibility, citations, competitors, sentiment, and GEO performanc…
— ○ ⏳ — — — — — —
47370
Attilio81
MCP server for SQL Server database inspection and querying, with connection poo…
— ○ ⏳ — N/A N/A — — —
47371
nirholas
A Cloudflare Worker that implements the MCP Streamable HTTP transport for AI ag…
— ○ ⏳ — — — — — —
47372
GhostlyGawd
Repository-owned engineering pattern intelligence - 15 MCP tools over stdio.
— ○ ⏳ — N/A N/A — — —
47373
mogoon
Enables search and retrieval of verified Yeosu travel itineraries, points of in…
— ○ ⏳ — — — — — —
47374
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
— ○ ⏳ — — — — — —
47375
senzg
Enables Claude to search for geo entities such as cities, airports, and hotels …
— ○ ⏳ — — — — — —
47376 — ○ ⏳ — N/A N/A — 95 —
47377
beiwater
Enables AI agents to generate and iteratively refine images, audio, and video t…
— ○ ⏳ — — — — — —
47378
Hyperion-GPU
ProofFlow Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
— ○ ⏳ — N/A N/A — — —
47379
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
— ○ ⏳ — — — — 81 —
47380
guptaprakhariitr
US patent search, full-text retrieval, claim extraction, citation graph, and we…
— ○ ⏳ — — — — — —
47381
1sarthakbhardwaj
A Model Context Protocol (MCP) server that provides a comprehensive interface t…
— ○ ⏳ — — — — 81 —
47382
user-vik
Enables read-only access to Microsoft Fabric data-pipeline run history and DAX …
— ○ ⏳ — — — — — —
47383
yuridivonis
Enables Claude to access and analyze Whoop health data including recovery, slee…
— ○ ⏳ — — — — — —
47384
helloSobuj
genmem Claim
A local-first MCP server that gives AI assistants long-term memory by storing, …
— ○ ⏳ — N/A N/A — — —
47385
jiashengguo
Enables auto-generated CRUD operations with authentication and authorization fo…
— ○ ⏳ — — — — — —
47386
pipeworx-io
mcp-inegi Claim
Provides access to Mexico's INEGI (national statistics office) indicators API, …
— ○ ⏳ — — — — — —
47387
daizehua-wq
Enables AI agents to generate structured intelligence reports for electronic ch…
— ○ ⏳ — — — — — —
47388
dsoziev1
A scheduled MCP server that monitors Auth0 users by periodically collecting sum…
— ○ ⏳ — — — — — —
47389
Daxiongmao87
An MCP server that acts as an external conscience for AI agents, using Gemini o…
— ○ ⏳ — N/A N/A — — —
47390
AixLabTech
An MCP server that enables AI assistants to interact with Kan boards through th…
— ○ ⏳ — — — — — —
47391
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
— ○ ⏳ — N/A N/A — 95 —
47392
tamohannes
clausius Claim
An MCP server for monitoring and managing multi-cluster Slurm GPU jobs, enablin…
— ○ ⏳ — N/A N/A — — —
47393
DColl
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
— ○ ⏳ — — — — — —
47394
tkykenmt
Searches OpenSearch documentation, blogs, and community forums.
— ○ ⏳ — N/A N/A — — —
47395
kovalenko-tech
Cortex Claim
Analyzes a repository's history to generate structured .claude/docs/ context fi…
— ○ ⏳ — N/A N/A — — —
47396
andrezani
Outpost Claim
Social media API and MCP server for AI agents that enables publishing to X, Ins…
— ○ ⏳ — — — — — —
47397
polygraphso
Polygraph Claim
Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…
— ○ ⏳ — N/A N/A — — —
47398
yuanlang12
MCP server integrating ClassIn API to let AI assistants manage users, courses, …
— ○ ⏳ — N/A N/A — — —
47399
karatechopping
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across…
— ○ ⏳ — N/A N/A — 95 —
47400
xekor
made-mcp Claim
Generate and edit images and video with MADE: model catalog with transparent pe…
— ○ ⏳ — — — — — —
Showing 47351–47400 of 69236 servers
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