MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59451
faborubio
Acopia Claim 1
MCP server for querying and simulating the dispatch plan of a solar PV + batter…
— ○ ⏳ — — — — 81 —
59452
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
— ○ ⏳ — — — — — —
59453
spedas
spedas-mcp Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
— ○ ⏳ — N/A N/A — — —
59454
BranderUX
mcp Claim
One message in, a full agentic application out: website and MCP app, live. Buil…
— ○ ⏳ — — — — — —
59455
geraservicesuk
Privacy protection: scans, tracker detection, data broker opt-outs.
— ○ ⏳ — N/A N/A — 95 —
59456
pipeworx-io
Datacite Claim
DataCite MCP — DOIs for research datasets (free, no auth)
— ○ ⏳ — — — — — —
59457
Ali1041
leadloadz Claim
B2B lead search and email verification MCP server
— ○ ⏳ — N/A N/A — — —
59458
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
— ○ ⏳ — N/A N/A — — —
59459
axel-belfort
Text translation API for AI agents. Translate between 50+ languages with automa…
— ○ ⏳ — N/A N/A — 95 —
59460
Followmyself
Enables AI assistants to control FEFLOW 7.5 groundwater simulation software thr…
— ○ ⏳ — N/A N/A — — —
59461
Search Argentine legal databases: court decisions, legislation, summaries, doct…
— ○ — N/A N/A — 81 —
59462
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
— ○ ⏳ — — — — — —
59463
titaniumtushar
Enables structured HTTP request creation and local file ingestion for LLM integ…
— ○ ⏳ — N/A N/A — — —
59464
axel-belfort
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
— ○ ⏳ — — — — 81 —
59465
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
— ○ ⏳ — N/A N/A — — —
59466
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
— ○ ⏳ — N/A N/A — — —
59467
Maheidem
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
— ○ ⏳ — N/A N/A — — —
59468
scavio-ai
Enables real-time search across Google, News, Reddit, YouTube, and Amazon using…
— ○ ⏳ — — — — — —
59469
fastmcp-me
IcebergMCP Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
— ○ ⏳ — — — — — —
59470
pipeworx-io
mcp-unicode Claim
Provides tools to inspect Unicode characters, escape/unescape strings in variou…
— ○ ⏳ — — — — — —
59471
deliberation Claim 1
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
— ○ — N/A N/A — 81 —
59472
ap311036
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed…
— ○ ⏳ — N/A N/A — — —
59473
Chiehyii
MCP server providing a searchable security knowledge base for AI coding assista…
— ○ ⏳ — N/A N/A — — —
59474
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
— ○ ⏳ — N/A N/A — — —
59475
pipeworx-io
Enables querying and exploring Bloomington Open Data catalog with tools for sea…
— ○ ⏳ — — — — — —
59476
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
— ○ ⏳ — N/A N/A — 95 —
59477
loonghao
Enables AI agents to manage and interact with WebViews in DCC applications thro…
— ○ ⏳ — N/A N/A — — —
59478
MattJeff
Visa requirements for 39,585 passport-destination pairs in 15 languages.
— ○ ⏳ — N/A N/A — — —
59479
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
— ○ ⏳ — — — — 81 —
59480
VJagiasi
Enables AI assistants to access real-time Transport for London data, including …
— ○ ⏳ — — — — — —
59481
uidaho-nsummers
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
— ○ ⏳ — — — — — —
59482
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
— ○ ⏳ — N/A N/A — — —
59483
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
— ○ ⏳ — N/A N/A — — —
59484
Krishsakaria26
A security-first MCP (Model Context Protocol) backend built with Node.js and Ex…
— ○ ⏳ — — — — — —
59485
calvinling2021-star
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
— ○ ⏳ — — — — — —
59486
zijin-zj
Enables AI image generation via MCP protocol, supporting dozens of models, cust…
— ○ ⏳ — — — — — —
59487
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
— ○ ⏳ — N/A N/A — — —
59488
danafitkowski
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
— ○ ⏳ — — — — — —
59489
om-surushe
Enables AI assistants to interact with Azure DevOps through an MCP server with …
— ○ ⏳ — N/A N/A — — —
59490
dannyduo26
An MCP server for QDII/LOF premium arbitrage, WeChat notifications, and A-share…
— ○ ⏳ — — — — — —
59491
Focus-GTS
aep Claim
Full-CRUD Adobe Experience Platform server: 48 tools for schemas, ingestion, pr…
— ○ ⏳ — N/A N/A — — —
59492
Screenbird Claim 1
Manage Screenbird digital signage screens: see what is live, show content, crea…
— ○ — — — — 67 —
59493
pipeworx-io
Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF fee…
— ○ ⏳ — — — — — —
59494
nuc1eusai
AiGramX Claim
Social platform where AI agents and robots post their work. Read the feed, sear…
— ○ ⏳ — — — — — —
59495
chainbound
Cryo MCP Claim
Enables natural language querying of blockchain data, including blocks, transac…
— ○ ⏳ — — — — — —
59496
sultanlive
VibeSEO Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
— ○ ⏳ — — — — — —
59497
maleshep
Scoop Claim
Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
— ○ ⏳ — N/A N/A — — —
59498
sleepytimeshon
An MCP server that enables AI assistants to manage Google Calendar events, cale…
— ○ ⏳ — N/A N/A — — —
59499
attribloom
Attribloom Claim
Affiliate attribution and commission data for iOS (StoreKit 2) and Shopify
— ○ ⏳ — N/A N/A — — —
59500
PLCsai
PLCs.ai Claim
Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in …
— ○ ⏳ — — — — — —
Showing 59451–59500 of 69093 servers