MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55651
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
55652
jamie442532-hash
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
55653
MeruLocal
Discovers, identifies, and governs bots on your website with MCP tools for scan…
N/A N/A
55654
dvc890
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
N/A N/A
55655
PDgit12
knitbrain Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
55656
meghavarshini-kumareshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
55657
emaitchess
refd Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
55658
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
55659
grab
TinyMCP Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
55660 N/A N/A 95
55661
fawaikuangtuzhangfei
MCP server for managing personal items with expiration dates, enabling AI agent…
N/A N/A
55662
Aleksey-Panf
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
81
55663
rakeshgangwar
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
55664
studiomeyer-io
mcp-crew Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
N/A N/A 95
55665
iflow-mcp
Enables first-principles calculations (SCF, structure optimization, molecular d…
N/A N/A
55666
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
55667
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
55668
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
N/A N/A
55669
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
55670
peteretelej
Provides AI assistants with semantic search and read access to local files and …
55671
wanyingng
Enables searching documentation from GitHub repositories and web pages via MCP …
N/A N/A
55672
CCLucky-uu
TaskMCP Claim
A personal task management MCP server that allows LLM clients to create, read, …
N/A N/A
55673
ritesh-jain
An MCP server for generic browser automation using Playwright. Enables MCP clie…
N/A N/A
55674
bliss-fox
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
N/A N/A
55675
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
55676
HappyMonkeyAI
A no-key-first MCP server providing access to UK public data including postcode…
55677
aranajhonny
Vlk MemAct Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
N/A N/A
55678
RommelTVAG
simplefin Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
55679
OptimaiNetwork
Enables Web3-focused web searches via the OptimAI External Search API, providin…
55680
adrojis
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
N/A N/A
55681
matsjfunke
MCP server for debugging MCP host/client custom header implementation, with a t…
55682
FVEFWFE
attiomcp Claim
N/A N/A 95
55683
Gonzih
Search companies, officers, and filing history across 140+ jurisdictions worldw…
55684
henrikaslund
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
81
55685
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
55686
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
N/A N/A
55687
atomno-mcp
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
N/A N/A
55688
For-Sunny
darkside-mcp Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
N/A N/A
55689
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
55690
cbsmiley
Enables Claude AI to interact with Paperless-NGX document management through na…
N/A N/A
55691
Anshuman-Gaur-AI-Builder
This MCP server enables AI-assisted professional profile generation by connecti…
N/A N/A
55692
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
55693
Wakizara
val Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
N/A N/A
55694
codingthefuturewithai
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
N/A N/A
55695
zm1990s
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
55696
ellmos-ai
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
N/A N/A
55697
FDSchaefer
nempulse Claim
Read-only access to Australian NEM grid-scale battery performance, revenue, dis…
55698
christianGRogers
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
55699
AltriaPendragon49
foldseek-mcp Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
N/A N/A
55700
weihermans
volo-mcp Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
Showing 55651–55700 of 66495 servers