MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45901
kubulashvili
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
N/A N/A
45902
Swcmb
Enables AI clients to communicate with Hermes messaging middleware in real-time…
45903
repisto
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
N/A N/A
45904
lmlyons5
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
N/A N/A
45905
raheb77
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
45906
gaowenting0303
MCP server for AI-native resume optimization, providing tools to load JD, analy…
N/A N/A
45907
ChanMeng666
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
45908
outsiderrr
zh-dict-mcp Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
N/A N/A
45909
Hanato238
Official MCP server for the Perplexity API Platform, enabling AI assistants to …
45910
drmaxbdc
MCP server for the Productboard API v2. Provides 30 tools covering entities, no…
45911
thisis-romar
Enables fetching YouTube video transcripts with metadata, including timed capti…
45912
NicolasVautrin
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
N/A N/A
45913
FareedKhan-dev
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
45914
neat-technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
81
45915
SreeHarsha72
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
N/A N/A
45916
fadlee
Enables secure, runtime-authenticated MySQL database querying and mutation thro…
81
45917
shubhangi115
A cloud-deployed MCP server for managing personal expenses and providing financ…
45918
rwesleyevans
HTMLvault Claim
Publish and manage secure HTML links: PII/secret scanning, batch create, patch …
45919
KlossKarl
loom Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
N/A N/A
45920
jiaxiongjiang913-boop
demeter-mcp Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
N/A N/A
45921
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
45922
zhengjie9510
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
45923
zhizhuodemao
frida-mcp Claim
An MCP server that enables AI models to perform Android dynamic analysis using …
N/A N/A
45924
PThrower
Strata Claim
AI ecosystem intelligence MCP server. Verified best practices, news, integratio…
N/A N/A
45925
tuongbeo
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
45926
craig248
ghl-mcp Claim
MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, p…
45927
INOTECH-ecbiesek
sienge-mcp Claim
N/A N/A 95
45928
DeepCogNeural
Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…
45929
atharvawadekar
Provides weather forecasts for US locations using OpenStreetMap geocoding and t…
45930
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
45931
prakharbhardwaj
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
45932
1beyza
Provides React design and rendering patterns from patterns.dev as MCP tools and…
N/A N/A
45933
SydYuan
Enables AI agents to search and retrieve market signals, revenue ideas, and gro…
45934
ivyyy0601
Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …
N/A N/A
45935
TushaarKD
Enables sending Gmail emails through natural language via Claude Desktop by exp…
N/A N/A
45936
JensS
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
45937
kiyong2020
Enables AI agents to diagnose, modify, and validate OTF/TTF fonts interactively…
N/A N/A
45938
googlarz
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
N/A N/A
45939
Johnserf-Seed
SportteryAPI Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
45940
plixplox
MCP server that searches documents in Qdrant using embeddings from LMStudio. Ta…
45941
opastorello
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
45942
CorgiCorner
tickward MCP Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
45943
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
45944
LokiMCPUniverse
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
45945
hotwired-sh
hotwired-mcp Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
N/A N/A
45946
matematicsolutions
cl-eli-mcp Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
45947
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A
45948
woodstocksoftware
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
N/A N/A
45949
Team23gm
Exposes tools for AI agents to access honest economic data, including purchasin…
45950
devstroop
A remote MCP server that provides AI memory and personalization tools for Honch…
Showing 45901–45950 of 67197 servers
« Prev 1 917 918 919 920 921 1344 Next »