MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38651
AmirShayegh
MCP server that enables Claude Code to send code and plans for review by OpenAI…
38652
rodaddy
A template for deploying MCP servers to Cloudflare Workers without authenticati…
81
38653
snyk-labs
Enables querying Node.js API documentation, including searching for modules and…
38654
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
38655
hufirst
onsense Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
N/A N/A
38656 N/A N/A 95
38657
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
38658
srwoodsaz
Enables AI assistants to query Oura Ring health data (sleep, readiness, activit…
38659
arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
N/A N/A
38660
KNambiarDJsc
meridian-mcp Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
N/A N/A
38661 N/A N/A 95
38662
mohamadalhusseinie
OpenMemBrain Claim
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …
N/A N/A
38663
arpanroy41
NexMem MCP Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
38664
kms9
GGB Web MCP Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
N/A N/A
38665
janschachtschabel
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
38666
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
38667
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
38668
solsentry
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
38669
tjackiet
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
38670
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
38671 81
38672
UwUGreed
Enables Claude Desktop to securely search and retrieve knowledge from an Obsidi…
38673
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
38674
AutomateLab-tech
ai-seo Claim
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…
N/A N/A
38675
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
38676
deplo
deplo.sh Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
81
38677
erlio
invezgo Claim
N/A N/A 95
38678
micropages
BMI Kit Claim
Body composition for AI: BMI, body fat, FFMI, waist-to-height, plus saved measu…
38679 N/A N/A 95
38680
srishtivverma
smith Claim
N/A N/A 95
38681
LofiFren
Connects Ableton Live to AI through MCP, enabling prompt-assisted music product…
N/A N/A
38682
cameronsjo
A production-ready TypeScript template for building MCP servers with dual trans…
81
38683
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
N/A N/A 95
38684
joel6603
Enables Claude to write, compile, and execute formal verification models in All…
N/A N/A
38685
adityaarsharma
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
N/A N/A
38686
petrkindlmann
Enables AI image generation and editing using Google's Gemini models via natura…
N/A N/A
38687
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
38688
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
38689
FilippTrigub
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
38690
axel-belfort
Token holder distribution API for AI agents. Analyze any ERC-20 token's holder …
N/A N/A 95
38691
markswendsen-code
MCP server for Marriott Hotels that enables AI agents to search hotels, manage …
N/A N/A
38692
renvk
MCP server for full-text search across PDF document collections with offline in…
N/A N/A
38693
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
38694
Pantrist-dev
pantrist-mcp Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
38695
supin-kim-ilevit-com
GDS MCP Claim
Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
N/A N/A
38696
garethmorgans
Enables interaction with Google Sheets, Docs, Slides, and Drive through a remot…
N/A N/A
38697
skjshr
fire-fodex Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
N/A N/A
38698
Gabrielbief
suno-mcp Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
N/A N/A
38699
CorrectOver
mcp-server Claim
MCP runtime security. 22µs validation, 97% self-healing. Detects RCE, SSRF, cre…
N/A N/A
38700
NeilJo-GY
Provides global weather query services with features including real-time weathe…
N/A N/A 95
Showing 38651–38700 of 64698 servers
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