MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32501
CSOAI-ORG
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
N/A N/A
32502
Memstem
Memstem Claim
A standalone memory service that provides a unified, pull-based knowledge store…
N/A N/A
32503
emiliaprotocol
Human sign-off + trust receipts for AI agents: requires a named human's approva…
N/A N/A
32504
3121n
statfin-mcp Claim
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-st…
N/A N/A
32505
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
N/A N/A
32506
marekkacprzak
A Model Context Protocol server for controlling LIFX smart lights, enabling AI …
N/A N/A
32507
docentovich
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
N/A N/A
32508
adminpb
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
32509
shoshi-raz
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
N/A N/A
32510
AIAll-TARS
naim Claim
nAIm API registry for AI agents — search, rate, and discover 310+ APIs.
32511
Mnexa-AI
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
32512
grimlor
Enables AI agents to discover Azure DevOps repositories, manage pull requests, …
N/A N/A
32513
azmartone67
DC Hub Claim
Connects Claude to live data-center, power & grid intelligence data, enabling q…
32514
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
32515
Pipelex
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
32516
Tactic-Systems
leafwright Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
32517
waifuai
Enables direct SOL payments for content access by integrating MCP with the Sola…
81
32518
luowei-tech
asd Claim
N/A N/A 95
32519
inscada-app
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
32520
migratorywhale
Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech…
N/A N/A
32521
bholzer
MCP server for the tastytrade brokerage API, providing tools for account manage…
32522
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
32523
tr4m0ryp
A depth-first lead discovery server that finds and qualifies custom webshops, r…
32524
jedshen123
App Data MCP Claim
An MCP server for internal data platforms that enables search, viewing, tracing…
32525
michelfritzschjoin
Enables AI assistants to seamlessly interact with Microsoft 365 services throug…
N/A N/A
32526
davenicoll
Enables AI-powered management of Google Keep notes, including search, create, u…
32527
bbalakriz
Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
32528
mwaxman1
Provides social intelligence tools for AI agents to analyze competitor sentimen…
32529
dioptx
web3-docs Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
N/A N/A
32530
soil-dev
loomiomcp Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
32531
ovehbe
hadith-mcp Claim
Enables fetching and searching canonical hadith texts (Arabic and English) with…
32532
wuwususu
An MCP server that provides controlled read/write tools for managing local-firs…
N/A N/A
32533
AgentGameLab
mneme Claim
Persistent long-term memory for AI agents via MCP, saving 80-90% memory-related…
32534
Baneado98
MCP server that gates premium features behind a combined x402 (USDC per call) a…
32535
bowlofarugula
texting Claim
Enables Claude to send and read iMessages on macOS, with human approval require…
N/A N/A
32536
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
N/A N/A 95
32537
ddewaele
A Model Context Protocol server for SharePoint file and folder management using…
32538
AceDataCloud
OpenAIMCP Claim
A Model Context Protocol server for OpenAI API access via AceDataCloud, enablin…
32539
Prince-1501
Enables reading the last 10 emails from your Gmail inbox via an MCP tool.
N/A N/A
32540
faisalkcmvp
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
N/A N/A
32541
bsmi021
A MCP server for managing sticky notes with CRUD operations, search, tags, conv…
N/A N/A
32542
iitian-vibes
mcp Claim
Design custom apparel from chat: AI art on tees and hoodies, then a checkout li…
32543
Ghost-Network666
Alpha MCP Claim
Provides a comprehensive set of tools for Polymarket prediction market trading,…
N/A N/A
32544
iflorit
woffu-mcp Claim
Enables clocking in/out, viewing work status, and managing time entries on Woff…
32545
HYPD-AI
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
N/A N/A
32546
jason-weddington
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
N/A N/A
32547
jeletor
MCP server that gives AI agents Lightning payments, L402 API access, trust veri…
N/A N/A
32548
gabrielmrojas
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
32549
ismailrz
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
32550
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
Showing 32501–32550 of 66549 servers
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