MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45351
Prompeteer
server Claim
N/A N/A 95
45352
tendem-mcp Claim 1
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
N/A N/A 69
45353
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
45354
bigbabyfilmrentals-tech
Enables agents to manage and organize local documents by listing, inspecting, e…
45355
taskforcehq
Taskforce Claim
Task and planning workspace for humans collaborating with AI agents
45356
SlaveOfGod1
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
N/A N/A
45357
Ale007XD
nano-vm-mcp Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
45358
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
45359
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
45360
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
45361
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
N/A N/A
45362
universal-mcp
Provides a standardized interface for interacting with Google-Sheet's tools and…
45363
dwgx
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
N/A N/A
45364
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
45365
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
45366
nexgendata-apify
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
81
45367
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
45368
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
45369
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
45370
axel-belfort
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
N/A N/A 95
45371
LuiccianDev
A Python server implementing Model Context Protocol for advanced Microsoft Word…
N/A N/A 95
45372
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
45373
krutovvv
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
81
45374
itstanner5216
EliteMCP Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
81
45375
atenkai
Fashion Claim
Create professional-quality fashion product photography, on-model shots, and ed…
81
45376
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
45377
CSOAI-ORG
feedback-analyzer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45378
Kevork-Nexacrawl-dev
Provides access to Jina AI's suite of tools including web search, URL reading, …
81
45379
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
45380
Habitium
A template for deploying unauthenticated Model Context Protocol servers to Clou…
81
45381
nexgendata-apify
Federal and state court record lookup. Run a name or company through and get ba…
81
45382
jarekpiot
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A 95
45383
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
81
45384
mimerlxd
Enables semantic search and management of development knowledge including globa…
81
45385
CSOAI-ORG
ai-ops-mcp Claim
ai-ops-mcp MCP server by MEOK AI Labs
N/A N/A
45386
Santy1422
Enables AI assistants to manage business operations including invoicing, WooCom…
45387
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
N/A N/A 95
45388
ReduceMyIns
nowcerts-mcp Claim
N/A N/A 95
45389
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
45390
pavelpilyak
devrecall Claim
Local-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluen…
N/A N/A
45391
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
45392
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
45393
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
45394
hnizdiljan
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
45395
yufeioptimal
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
N/A N/A
45396
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
45397
yjm110517
jamovi MCP Claim
MCP server for controlling jamovi from MCP clients. It starts a local jamovi en…
N/A N/A
45398
CSOAI-ORG
CPA Concrete Pumping Group standards, pump operator certification, BS EN 12001 …
N/A N/A 81
45399
pelicantravel
Provide flight search and detailed flight information retrieval capabilities th…
N/A N/A 95
45400
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
N/A N/A 81
Showing 45351–45400 of 45732 servers
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