MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51151
Alir3z4
tb-query Claim
MCP server for querying and analyzing TensorBoard event files, enabling AI agen…
N/A N/A
51152
annas-tracksuit
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
81
51153
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
51154
gits5213
MCP server for end-to-end QA automation: generates test scenarios, discovers Pl…
N/A N/A
51155
qso
An MCP server that provides AI-powered image generation through Google Gemini m…
81
51156
yeshsurya
An MCP (Model Context Protocol) server that provides tools for interacting with…
81
51157
Hellek1
Enables read-only access to Interactive Brokers data including contracts, marke…
51158
gobeyondidentity
Enables AI agents to directly manage Beyond Identity resources such as identiti…
N/A N/A
51159
Vedhasagaran
An MCP server that enables AI assistants to interact with the DhanHQ trading pl…
51160
TechGuyVN
zimbra-mcp Claim
MCP server for reading and sending emails via IMAP and SMTP, designed for Zimbr…
N/A N/A
51161
LPDigitale
Enables to manage your Outlook mailbox via Microsoft Graph (write access) with …
51162
SmongsDev
My-Obscura-mcp
N/A N/A
51163
gabrielbardalesrojas
An MCP server for academic management of the EPIIS program, enabling AI-powered…
51164
rafaself
A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account d…
51165
Lang-Kevin
TabSplitAI Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
N/A N/A
51166
Blakeem
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
N/A N/A
51167
kinthaiofficial
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
51168
sandraschi
MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds…
51169
lucianfialho
Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange ra…
51170
ahmedselimmansor-ctrl
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
N/A N/A
51171
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
51172
cyanheads
Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…
N/A N/A
51173
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
51174
kionsoftware
Enables interaction with the Kion platform for cloud cost management, governanc…
51175
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
51176
hasna
Project management CLI + MCP server for AI agents. Register projects once, open…
N/A N/A
51177
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
51178
Pls
perplexity Claim
N/A N/A 95
51179
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
51180
goldplatinum11-jpg
agentctx Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
N/A N/A
51181
billybotticelli4u-collab
Solana token-launch verification for AI agents — deterministic, replayable, ret…
N/A N/A
51182
cmungall
noctua Claim
N/A N/A 95
51183
gopalcnepal
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
51184
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
51185
HarshitR2004
Membrane Claim
An MCP server that gives AI agents persistent, verifiable memory by storing con…
51186
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
51187
bikky-dev
bikky Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
51188
chris-bangmedia
Enables managing cPanel accounts including subdomains, files, and WordPress ins…
N/A N/A
51189
erik-7clt
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
51190
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
51191
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
51192
shibuiwilliam
Provides a standardized interface for interacting with Scikit-learn models and …
N/A N/A
51193
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
51194
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
51195
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
51196
Abacop6999
Enables executing arbitrary code and Postman collections in isolated Docker san…
N/A N/A
51197
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
51198
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
51199
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
51200
brajendrak00068
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key…
N/A N/A
Showing 51151–51200 of 56925 servers