MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43401
dilshaus
Stitch Wand Claim
Design token tools for Google Stitch: convert, validate, diff, lint, generate, …
N/A N/A 95
43402
fraudlabspro
Fraud Prevention MCP server using FraudLabs Pro API.
N/A N/A
43403
pipeworx-io
Enables searching, querying, and retrieving metadata from Oregon Open Data (dat…
43404
KCuppens
rtk-mcp Claim
MCP proxy that filters oversized tool responses, downscaling screenshots and pr…
N/A N/A
43405
thanhhien2510kt
An MCP server that enables Claude to read Jira user stories, search Confluence …
N/A N/A
43406
AbderahmaneYOUSFI
Enables Claude to interact with the Thaïs hotel reservation system, including c…
N/A N/A
43407
mamayevets
mobila Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
43408
abdul-hamid-achik
codemap Claim
MCP server for local-first code intelligence, providing structural code graph, …
N/A N/A
43409
937327493
Enables AI agents to capture screenshots of windows (e.g., WeChat developer too…
N/A N/A
43410
Arjein
Enables LLM agents to interact with Polymarket prediction markets, including ma…
N/A N/A
43411
simonives
rainkeeper Claim
Exposes the Raindrop.io API as Claude tools for managing bookmarks, collections…
43412
debs-obrien
Enables AI agents like GitHub Copilot to retrieve real-time weather data for an…
43413
jamessturges
Exposes a folder of Markdown notes (Obsidian vault or plain .md files) to LLM c…
N/A N/A
43414
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
43415
Ozav
Expert knowledge about forex, IOF tax, US bank accounts, stablecoins, internati…
N/A N/A 95
43416
Convert PDF bank statements into transactions that arrive with a pass/fail reco…
N/A N/A 69
43417
boorich
DCAP Disco Claim
Connects to the DCAP intelligence stream to discover and cache tools in real ti…
43418
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
43419
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
43420
WillHeadlee
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
N/A N/A
43421
Baneado98
ci-sentinel Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
43422
tether-md
Tether MD Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
N/A N/A
43423
Israconnectaengineer
A self-hosted Model Context Protocol (MCP) server that bridges WhatsApp Web to …
43424
mcpcatalogs
mcpcatalogs Claim
Enables AI assistants to search, compare, and get detailed information about MC…
43425
montaguegabe
An MCP server for the Luma Events API that enables creating, updating, and mana…
N/A N/A
43426
tmsdnl
Implements a distributed AI worker pattern over MCP, enabling clients to regist…
43427
jordanburke
A local MCP server that enables LLMs to execute shell commands on remote hosts …
N/A N/A
43428
vuongdat67
Automates 85-95% of the Secure Software Development Lifecycle (SSDLC) planning …
N/A N/A
43429
shaxzodbek-uzb
agentrecall Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
N/A N/A
43430
CameronFoxly
Enables AI assistants to create, animate, and export ASCII art using natural la…
N/A N/A
43431
nidhisharma18
A continuous integration server that automates code analysis and testing for Py…
43432
Arks-06
Neuro MCP V2 Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
N/A N/A
43433
macsplit
Provides search and retrieval of Hacker Public Radio episodes, transcripts, hos…
43434
CrossDeckHQ
Ask your app anything — revenue, errors, read-cost, growth — and get rendered c…
43435
khan-ashifur
hooklayer Claim
Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-laye…
43436
rafaoliveirabispo
organizze Claim
N/A N/A 95
43437
kumar2011ash-cloud
Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, …
43438
patchwindow
seo-mcp Claim
MCP server that gives AI assistants live access to Google Search Console and Bi…
N/A N/A
43439
abrahamADSK
fpt-mcp Claim
MCP server for Autodesk Flow Production Tracking (ShotGrid) enabling AI assista…
N/A N/A
43440
dmae97
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
N/A N/A
43441
logesh-works
Postman MCP Claim
Sync your API code into Postman collections — body, params, auth, responses, te…
N/A N/A
43442
xiaobenyang-com
Look up word meanings fast. Get clear definitions and common usage to support r…
N/A N/A 95
43443
Fachreza28
Enables natural language querying of a football knowledge graph via Neo4j, gene…
N/A N/A
43444 N/A N/A 95
43445
brunopark852
AI-orchestrated security testing via 6 Python tools (recon, port scan, subdomai…
43446
vishal24p
arxiv-mcp Claim
Enables searching arXiv and downloading papers via MCP tools, no API key requir…
N/A N/A
43447
eveoy
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
43448
deepakjois
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
43449
aaryanptl
github-mcp Claim
Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap…
43450
stardeltapower
Enables management of Upmind platform products, categories, pricing, and bundle…
Showing 43401–43450 of 66534 servers
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