MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63151
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
— ○ ⏳ — — — — — —
63152
Badajoz95
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
— ○ ⏳ — — — — — —
63153
BBsBrezz
Enables comprehensive interaction with the GitHub API for managing repositories…
— ○ ⏳ — — — — — —
63154
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
— ○ ⏳ — N/A N/A — — —
63155
jacobcxdev
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
— ○ ⏳ — N/A N/A — — —
63156
malkreide
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
— ○ ⏳ — — — — — —
63157
m-reynaldo35
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to Algor…
— ○ ⏳ — — — — — —
63158
Baneado98
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
— ○ ⏳ — — — — — —
63159
p-l-ta
Calendar.app Claim
List, search, and manage calendar events via macOS Calendar.app across all conf…
— ○ ⏳ — N/A N/A — — —
63160
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
— ○ ⏳ — N/A N/A — — —
63161
MatterAIOrg
Enables code reviews, implementation planning, and pull request generation for …
— ○ ⏳ — — — — — —
63162
yksanjo
An MCP server that allows AI agents to monitor and interact with Codex sessions…
— ○ ⏳ — N/A N/A — — —
63163
lancelin111
Enables AI assistants to automatically upload videos to Douyin (TikTok China) c…
— ○ ⏳ — N/A N/A — — —
63164
BenchGecko
BenchGecko Claim
AI model prices per provider, benchmarks, own AI behavior tests and AI economy …
— ○ ⏳ — — — — — —
63165
bugzy-ai
Enables AI assistants to search, create, update, and manage work items in Azure…
— ○ ⏳ — N/A N/A — — —
63166
SecretX33
A cross-platform MCP server for querying and introspecting PostgreSQL databases…
— ○ ⏳ — — — — — —
63167
gabrielmahia
historia-mcp Claim
MCP server providing access to Kenya and East Africa historical archives, inclu…
— ○ ⏳ — — — — — —
63168
brandonyoungdev
tldx-mcp Claim
An MCP server for tldx that allows AI agents to brainstorm brand names and inst…
— ○ ⏳ — N/A N/A — — —
63169
mfukushim
An MCP server that provides a Reversi game where the AI cannot cheat because ga…
— ○ ⏳ — — — — — —
63170
surfagentapp
surfagent-x Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
— ○ ⏳ — N/A N/A — — —
63171
Appraisily
Appraisily Claim
Check past auction prices in ChatGPT, plus appraisal prep and sample reports.
— ○ ⏳ — — — — — —
63172
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
— ○ ⏳ — N/A N/A — 81 —
63173
evoluzion25
test-1 Claim
— ○ ⏳ — N/A N/A — 95 —
63174
leolilley
Kiwi MCP Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
— ○ ⏳ — — — — 81 —
63175
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
— ○ ⏳ — — — — — —
63176
kevinjung
mcp-sever Claim
— ○ ⏳ — N/A N/A — 95 —
63177
Managed-Digital-LLC
mcp Claim
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
— ○ ⏳ — N/A N/A — — —
63178
MateoSegura
Enables Claude Code to interact with embedded hardware test benches via MTIB gR…
— ○ ⏳ — — — — — —
63179
cquiroz6211
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
— ○ ⏳ — N/A N/A — — —
63180
ShunyaAI
snow-mcp Claim
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
— ○ ⏳ — — — — — —
63181
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
— ○ ⏳ — — — — — —
63182
ab300819
codex-mcp Claim
A MCP server that enables Claude Code to delegate coding tasks to Codex via the…
— ○ ⏳ — N/A N/A — — —
63183
schachan
An MCP server that enables AI assistants to query databases, execute SQL, and m…
— ○ ⏳ — — — — — —
63184
peterlozano
Enables natural-language investigation of Datadog data including logs, metrics,…
— ○ ⏳ — N/A N/A — — —
63185
ober37
Monitor and automate AC Infinity grow controllers through natural conversation …
— ○ ⏳ — — — — — —
63186
mourabraz
Enables efficient analysis of recorded meetings by transcribing audio, extracti…
— ○ ⏳ — N/A N/A — 95 —
63187
aphraz
A simple MCP server that provides read-only access to Cloudways hosting resourc…
— ○ ⏳ — — — — 81 —
63188
markwharton
Enables natural language time tracking through Claude with markdown file storag…
— ○ ⏳ — N/A N/A — 95 —
63189
oleksii-honchar
mermaid-mcp Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
— ○ ⏳ — — — — — —
63190 — ○ ⏳ — N/A N/A — 95 —
63191
Ansvar-Systems
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
— ○ ⏳ — — — — — —
63192
jonasgantner
discord-mcp Claim
Comprehensive Discord MCP server with 66 tools that provides rich message conte…
— ○ ⏳ — N/A N/A — — —
63193
isabelayepes
Weather Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
— ○ ⏳ — N/A N/A — 95 —
63194
meomeo-dev
shell-as-mcp Claim
Maps shell commands to standard MCP tools using single-file YAML specs.
— ○ ⏳ — N/A N/A — — —
63195
jules-tnk
Enables AI agents to send HTTP requests to any endpoint with full control over …
— ○ ⏳ — N/A N/A — — —
63196
reagost
Nerve blockchain JSON-RPC & REST MCP server for AI Agents. Query balances, tran…
— ○ ⏳ — N/A N/A — 95 —
63197
walianitin
DevPilot MCP Claim
An AI-powered development assistant that enables LLMs to securely interact with…
— ○ ⏳ — N/A N/A — — —
63198
thomasthinks
U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors.…
— ○ ⏳ — N/A N/A — — —
63199
spedas
spedas-mcp Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
— ○ ⏳ — N/A N/A — — —
63200
waldium
waldium Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 63151–63200 of 69027 servers