MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35251
Wesley-Gomes93
Autonomous QA testing MCP server that analyzes, fixes, and learns from test fai…
N/A N/A
35252
api-search
apis-io Claim
Read-only MCP server over the APIs.io catalog — discover APIs, providers, tags …
35253
agentic-ph
Provides unified search across multiple icon libraries with fuzzy search, cachi…
35254
chinpeerapat
Enables job search and scraping across multiple job boards (LinkedIn, Indeed, G…
35255
breverdbidder
BidDeed MCP Claim
AI-powered foreclosure auction intelligence for Florida counties via MCP tools.
35256
zenlyticgreg
A production-grade MCP server for querying U.S. Census Bureau data (ACS 5-Year …
35257
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
N/A N/A
35258
tickiti
tickiti-mcp Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
35259
seankrux
harpa Claim
N/A N/A 95
35260
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
N/A N/A 95
35261
ahmetbarut
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
35262
UnifiedOffer
AI-powered e-commerce product search, affiliate links, and price negotiation
N/A N/A 95
35263
Fromzy1
An MCP server that enables AI assistants to diagnose network and service proble…
35264
agentpatternscatalog
Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…
35265
epilande
An MCP server that provides real-time information access using Google Gemini's …
35266
RaghavOfficialGit
Enables querying ABAP programs, classes, function modules, and other objects fr…
N/A N/A
35267
parthhimself0
Enables searching products, browsing categories, checking gold rates, tracking …
35268
RawsTourix
MCP server combining KudaGo and Nominatim APIs with configurable stdio or strea…
35269
srikanth-karthi
Enables searching and retrieving portfolio data including experience, skills, a…
35270
sarvea45
MCP server that exposes a university course catalog to LLMs, enabling course se…
35271
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
35272
sjgant80-hub
fallmage-mcp Claim
MCP server for the foldkit SDK, exposing 7-prime spine, 7 κ-bands, and 6 fold o…
N/A N/A
35273
sanketjoshi2012
Enables conversational AI to fetch live World Cup matches, standings, results, …
35274
srotzin
A remote MCP server for Structural Lateration that provides tools to price, min…
35275
Moestradamus-Productions
A development framework for restaurant booking automation that is currently onl…
N/A N/A 95
35276
jouve
Bridges a Matrix room with Claude Code's claude/channel feature, enabling chat …
35277
Lokesh-2025
An MCP server that provides real-time IBM Quantum device data including queue d…
35278
gixia-org
Logs and analyzes AI assistant conversations, including file operations and too…
N/A N/A
35279
skiddgoddamn
MCP server for Tilda with mass editing capabilities, combining read-only offici…
N/A N/A
35280
joinfreeplay
Enables AI agents to browse, accept, and complete paid offers from a marketplac…
N/A N/A 95
35281
AgentMP
Bridges Claude Desktop with a HITL escalation service, enabling creation, appro…
35282
VGFP
Provides AI agents with access to the Colyseus documentation, enabling searchin…
N/A N/A
35283
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
35284
cu0001
Enables AI assistants to interact with IBM SVC storage systems, checking system…
35285
royashbrook
hush Claim
A secret store for AI agents: the agent never sees the plaintext.
35286
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
35287
marabian
Enables image generation and editing via OpenAI's gpt-image-1 model, with optio…
N/A N/A
35288
yasuoskywalker233
MCP server to control StarRailAssistant (SRA) on Windows. Enables listing task …
N/A N/A
35289
ckgerteis
jstage-mcp Claim
Exposes J-STAGE WebAPI as four tools for searching articles, issues, journals, …
N/A N/A
35290
Bikram2112
ClaimHit Claim
Find products & standards using a patent - verified targets for licensing or en…
35291
Magedeline
loenn-mcp Claim
An MCP server that enables AI agents to read, edit, analyze, procedurally gener…
N/A N/A
35292
codewithcheese
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
N/A N/A
35293
RaphaEnterprises-AI
MCP server for the Argus E2E Testing Agent, enabling AI coding assistants to pe…
N/A N/A
35294
ykuchiki
Gmail MCP Claim
Enables AI assistants to send, read, search, and manage Gmail emails, drafts, a…
N/A N/A
35295
hdresearch
kips Claim
Personal data management MCP server that stores and queries notes, tasks, conve…
N/A N/A
35296
coe0718
Deskbrid Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
N/A N/A
35297
DouganRedhammer
Enables AI assistants to look up World of Warcraft character information and re…
35298
kamalrana22
colab-mcp Claim
Bridges a local AI agent to a Colab session in the browser, enabling code execu…
N/A N/A
35299
VikashLoomba
Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — o…
N/A N/A
35300
tadeukaiba
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
Showing 35251–35300 of 67181 servers
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