MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63751
taimoorahmed91
Enables AI assistants to answer questions about and log a user's FitTrack fitne…
— ○ ⏳ — — — — — —
63752
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
— ○ ⏳ — — — — — —
63753
drew-keever
mcp Claim
Search and vet SEC-registered financial advisors: profiles, disclosures, firm f…
— ○ ⏳ — — — — 95 —
63754
AgentShield Claim 1
Smart contract security for AI agents — verify, monitor, freeze, x402 payments
— ○ — N/A N/A — 81 —
63755
KunaniGaming
1,177 free agentic trading prompts for Claude and Robinhood MCP.
— ○ ⏳ — — — — — —
63756
axel-belfort
AI-powered research report generator API for AI agents. Generate structured res…
— ○ ⏳ — N/A N/A — 95 —
63757
chrischall
vibo-mcp Claim
Vibo (vibodj.com) MCP — plan event music: events, timeline, song requests, play…
— ○ ⏳ — N/A N/A — — —
63758
FLUF-io
mcp Claim
Manage a FLUF resale account from an AI agent: inventory, crosslisting and unif…
— ○ ⏳ — N/A N/A — — —
63759
atomadictech
Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/…
— ○ ⏳ — — — — — —
63760
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
— ○ ⏳ — — — — 81 —
63761
yukincom
A single-file MCP server that enhances Claude Desktop with real-time web and X …
— ○ ⏳ — — — — — —
63762
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
— ○ ⏳ — N/A N/A — 95 —
63763
World-999-Labs
proof-layer Claim
Signed, hash-chained provenance receipts for AI agent actions.
— ○ ⏳ — N/A N/A — — —
63764
Diego-Costa-Tech
Remote MCP server to enrich company profiles with structured B2B data and confi…
— ○ ⏳ — — — — — —
63765
PrashantBtkl
spresh-mcp Claim
Search Facebook ads, decode competitor creative strategy, and track brand ad hi…
— ○ ⏳ — N/A N/A — — —
63766
Software-As-Content
Give your AI agent the ability to respond with live, interactive apps that evol…
— ○ ⏳ — N/A N/A — — —
63767
AIops-tools
XCP-ng AIops Claim
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo g…
— ○ ⏳ — N/A N/A — — —
63768
heindewilde
yungle Claim
Ask about your Yungle transfers, share big files, download what you're sent. Ap…
— ○ ⏳ — — — — — —
63769
psyb0t
HybridS3 Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
— ○ ⏳ — N/A N/A — — —
63770
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
— ○ ⏳ — — — — 81 —
63771
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
— ○ — N/A N/A — 81 —
63772
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
— ○ ⏳ — N/A N/A — 95 —
63773
Rethunk-AI
Provides Go language tools for LLMs to analyze, test, and format Go code.
— ○ ⏳ — N/A N/A — — —
63774
wynnset
Enables AI agents like claude.ai to search online marketplaces (e.g., Facebook …
— ○ ⏳ — N/A N/A — — —
63775
Semiotronika
Nouz Claim
Semantic knowledge engine for Obsidian with auto-classification and DAG hierarc…
— ○ ⏳ — N/A N/A — — —
63776
RobHudson72
flightlog Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
— ○ ⏳ — N/A N/A — — —
63777
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
— ○ ⏳ — — — — — —
63778
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
— ○ ⏳ — N/A N/A — — —
63779
EloiBiesek
n8n-mcpmcp3 Claim
— ○ ⏳ — N/A N/A — 95 —
63780
discoverelearning
surna-mcp Claim
Design and manage eLearning courses on Surna using your choice of Agentic AI sy…
— ○ ⏳ — N/A N/A — 95 —
63781
agtmwebtoon
autocad-mcp Claim
Enables LLMs like Claude to create and edit AutoCAD drawings via natural langua…
— ○ ⏳ — N/A N/A — — —
63782
feedthrough
feedthrough Claim
In-browser debug bridge that injects into your running web app, so an agent can…
— ○ ⏳ — N/A N/A — — —
63783
cesteral
Search Ads 360 — reporting via query language, insights, and offline conversion…
— ○ ⏳ — — — — — —
63784
lyndonkl
Enables AI agents to access detailed research findings, implementation patterns…
— ○ ⏳ — — — — — —
63785
mameziane
aiponge Claim
private by default journaling, self-understanding, reflective songs, books, pla…
— ○ ⏳ — — — — — —
63786
efekucuk
Enables interaction with the Etherlink blockchain, including balance checks, tr…
— ○ ⏳ — — — — — —
63787
DaisukeHori
Enables AI-powered image generation and editing using Gemini and Imagen models,…
— ○ ⏳ — N/A N/A — — —
63788
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
— ○ ⏳ — — — — 81 —
63789
AppContext Claim 1
Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI…
— ○ — N/A N/A — 81 —
63790
entropy0dev
mcp Claim
Entropy0 MCP server — source trust and URL safety tools for AI agents
— ○ ⏳ — N/A N/A — — —
63791
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
— ○ ⏳ — — — — 81 —
63792
cocodedk
Enables AI assistants to create and manage Microsoft Planner tasks, including c…
— ○ ⏳ — N/A N/A — — —
63793
rotem1230
fixme-agent Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
— ○ ⏳ — N/A N/A — 83 —
63794
Fromzy1
An MCP server that enables AI assistants to diagnose network and service proble…
— ○ ⏳ — — — — — —
63795
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
— ○ ⏳ — N/A N/A — — —
63796
JerBouma
200+ transparent financial metrics calculated from raw statements, not third-pa…
— ○ ⏳ — — — — — —
63797
datakoot
US Federal Register for AI agents: rules, notices and executive orders. No API …
— ○ ⏳ — — — — — —
63798
jpstone
Spec Guard Claim
A methodology and MCP server for agent-driven software development where humans…
— ○ ⏳ — N/A N/A — — —
63799
devaloi
mcpserve-py Claim
Exposes SQLite database query tools and markdown document resources over JSON-R…
— ○ ⏳ — N/A N/A — — —
63800 — ○ ⏳ — N/A N/A — 95 —
Showing 63751–63800 of 69027 servers