MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46751
Hanato238
MCP server for browser automation that lets LLMs interact with web pages throug…
46752
michielhdoteth
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
46753
code-pumpkin
Enables persistent SSH sessions and SFTP file transfers with native GUI credent…
N/A N/A 95
46754
terros-inc
Enables interaction with the Terros platform's User API to manage and retrieve …
81
46755
Ejb503
Enable AI agents to interact with Reddit by reading posts, creating content, an…
N/A N/A 95
46756
zantiu
Enables querying topic tree structures, topic details, and real-time data from …
46757
HYPD-AI
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
N/A N/A
46758
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
46759
manavgup
Intelligent PR boundary detection and recommendation system that analyzes git c…
46760
sethbang
Unofficial Proton Mail MCP server — send, read, search, and organize email over…
N/A N/A
46761
zuhabul
Fetchium Claim
Fetchium — token-efficient web retrieval for AI agents
46762
cphoskins
gptzero-mcp Claim
Enables AI content detection with sentence-level and paragraph-level AI probabi…
46763
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
46764
czabriskie
mcp-server Claim
An MCP server that provides weather and time tools, enabling users to get curre…
46765
000safah000-ai
BlackHawkMCP - connect AI to Google Sheets
N/A N/A 83
46766
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
46767
rexchoppers
tractive-mcp Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
46768
fhyxz1
A unified MCP server for scaffolding project structures across multiple framewo…
N/A N/A
46769
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
46770 N/A N/A 95
46771
lemmaoracle
mcp Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
46772
yk-lab
Caches Figma file data locally and provides an MCP server for AI agents to sear…
46773
pankaj28843
An MCP server that connects AI assistants to Confluence, enabling search and fe…
46774
soundstear
adsdas Claim
adsdas
N/A N/A 95
46775
rikard2
lemonado-mcp Claim
N/A N/A 95
46776 N/A N/A 95
46777
holiday-forever
Show holiday photos from Vercel Blob inline in Claude chats.
46778
monostate
Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
81
46779
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
46780
softvoyagers
pageshot-api Claim
Free webpage screenshot capture API with format, viewport, and dark mode option…
95
46781
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
46782
civdata
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
81
46783 N/A N/A 95
46784
eralpozcan
Cut vision API token costs by snapping images to tile boundaries. Claude, GPT-4…
N/A N/A
46785
dathere
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
46786
ejentum
ejentum-mcp Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
N/A N/A
46787
CSOAI-ORG
sql-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46788
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
46789
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
N/A N/A 95
46790
akshat-ilen
vyazen Claim
N/A N/A 95
46791
chrischall
MuseScore for Claude — search sheet music and read score metadata via your sign…
N/A N/A
46792
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
46793
hermitsh-ai
shrimp Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
N/A N/A 95
46794
kapoost
Federated listings from personal humanMCP servers. Search offers, trades by hum…
46795
Santuri Claim 1
Search official documentation for well-known libraries.
N/A N/A 81
46796
getaiready
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
N/A N/A
46797
deliberation Claim 1
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
N/A N/A 81
46798
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
N/A N/A
46799
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
N/A N/A
46800
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
Showing 46751–46800 of 47066 servers
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