MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44551
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
44552
apeirontrade
Wash-traffic risk checks for Algorand x402 endpoints before your agent trusts o…
N/A N/A
44553
A2ANet
A2A MCP Server Claim 1
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
N/A N/A 95
44554
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
44555
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
N/A N/A
44556
MeruLocal
Discovers, identifies, and governs bots on your website with MCP tools for scan…
N/A N/A
44557
lumutech
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
44558
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
N/A N/A
44559
PDgit12
knitbrain Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
44560
dvc890
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
N/A N/A
44561
Graphmaxer
GW1 build compiler: skill data, template code encode/decode, validation, hero r…
44562
mcpcatalogs
mcpcatalogs Claim
Enables AI assistants to search, compare, and get detailed information about MC…
44563
agentbay
AgentBay Claim
Persistent memory, teams, and …
81
44564
ptrinh
Final Notice Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
44565
meghavarshini-kumareshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
44566
emaitchess
refd Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
44567
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
44568
bch1212
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
44569
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
44570
grab
TinyMCP Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
44571
imashishkh21
atlaso Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
N/A N/A
44572
fawaikuangtuzhangfei
MCP server for managing personal items with expiration dates, enabling AI agent…
N/A N/A
44573
Israconnectaengineer
A self-hosted Model Context Protocol (MCP) server that bridges WhatsApp Web to …
44574
tether-md
Tether MD Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
N/A N/A
44575
rakeshgangwar
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
44576
devanshu-tg
Enables AI agents to interact with TigerGraph databases through the Model Conte…
44577 N/A N/A 95
44578
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
44579
iflow-mcp
Enables first-principles calculations (SCF, structure optimization, molecular d…
N/A N/A
44580
studiomeyer-io
mcp-crew Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
N/A N/A 95
44581
DHEBP
Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
44582
HUANGCHIHHUNGLeo
Let any LLM actually watch a video: scene-aware keyframes plus a timestamped tr…
N/A N/A
44583
ShapeGames
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
44584
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
44585
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
44586
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
N/A N/A
44587
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
44588
wanyingng
Enables searching documentation from GitHub repositories and web pages via MCP …
N/A N/A
44589
HappyMonkeyAI
A no-key-first MCP server providing access to UK public data including postcode…
44590
risk-ai
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
44591
CSOAI-ORG
Issues, verifies, and exchanges portable cryptographic compliance passports for…
44592
peteretelej
Provides AI assistants with semantic search and read access to local files and …
44593
CCLucky-uu
TaskMCP Claim
A personal task management MCP server that allows LLM clients to create, read, …
N/A N/A
44594
ritesh-jain
An MCP server for generic browser automation using Playwright. Enables MCP clie…
N/A N/A
44595
bliss-fox
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
N/A N/A
44596
RommelTVAG
simplefin Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
44597
chelstein
KAZM 106.5 FM/780 AM: now playing, weather, fire alerts, road conditions & conc…
44598
Baneado98
ci-sentinel Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
44599
matsjfunke
MCP server for debugging MCP host/client custom header implementation, with a t…
44600
adrojis
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
N/A N/A
Showing 44551–44600 of 66518 servers
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