MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53851
pubspro
pharma-mcp Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
N/A N/A
53852
nikos.workflow
demo Claim
N/A N/A 95
53853
Gravicity
Enables seamless integration with Fal.ai's 600+ image generation models includi…
81
53854
isatimur
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
N/A N/A
53855
RenanMiqueloti
A general-purpose MCP server with utility tools including datetime information,…
N/A N/A
53856
BACH-AI-Tools
A Taiwan holiday query server based on the Model Context Protocol, providing ac…
53857
RaphaelRegnier
MCP server that exposes web page annotations to AI coding agents, enabling auto…
N/A N/A
53858
olegzhr
Simulates security attacks by providing LLM attack test payloads to validate Mo…
53859
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
81
53860
AKzar1el
Validate HTML/CSS, audit SEO and JSON-LD, check links, and capture responsive s…
53861
Massed-Compute
mcp Claim
Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
53862
Milli42
MCP server for Overseerr that enables searching, requesting, and managing media…
53863
Rupert1987
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
53864
iamneilroberts
A Pizza Builder MCP server that demonstrates interactive in-chat UI widgets for…
53865
alicanbasak
Enables Cursor and Claude Code to read design tokens and rules, and validate co…
N/A N/A
53866
paysafe Claim 1
Payment firewall for x402: scans for replay, overpayment, PII/secret leaks, pro…
N/A N/A 81
53867
aruntemme
Provides tools for AI coding agents to read and write shared team context, incl…
53868
VitalyOstanin
sentry-mcp Claim
Enables interaction with Sentry organizations, projects, and issues directly fr…
N/A N/A
53869
Frank-ay
mimo-mcp Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
N/A N/A
53870
whdrnr2583-cmd
koreanpulse Claim
English-first Korean equity intelligence — real-time DART filings, foreign-hold…
53871
maddygoround
A comprehensive framework for evaluating AI responses using Inspect AI and Petr…
N/A N/A
53872
cognis-digital
memorybank Claim
Portable long-term memory store for agents, exposed over MCP.
N/A N/A
53873
com55
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
N/A N/A
53874
nullary-ai
Negative results intelligence for drug discovery: inactive compounds, failed se…
81
53875
the-safeguard-ai
Enables AI agents to scan, redact, and govern sensitive data before sending it …
53876 N/A N/A 95
53877
yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
N/A N/A
53878
spilchen
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
53879
xxx87
Converts PDF files to text for use with MCP-compatible applications like Cursor…
N/A N/A
53880
jairov4
fj-mcp Claim
MCP server for Forgejo that exposes tools for pull requests, repositories, and …
N/A N/A
53881
ronamosa
Enables AI agents to send, read, search, and organize emails via ProtonMail usi…
53882
Nishanth-Kandepedu
A Model Context Protocol (MCP) server that exposes ChEMBL's public bioactivity …
N/A N/A
53883
fengredrum
md2doc Claim
Converts Markdown files to Word documents with Chinese official document format…
N/A N/A 95
53884
XuHuiWen12138
openclaw-mcp Claim
Bridges AI assistants with OpenClaw Gateway, enabling them to chat with OpenCla…
N/A N/A
53885
mocky70025
Shared MCP server enabling two Claude Code instances to collaborate over the in…
53886
markview
markview Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
81
53887
CSOAI-ORG
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
53888
flarelink-dev
Flarelink Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
N/A N/A
53889
mcpqueen
mcpqueen Claim
The graded MCP registry: live-probes every remote server in the official regist…
53890
CSOAI-ORG
Csrd Compliance MCP Server by MEOK AI Labs
N/A N/A
53891
rwestergren
Enables retrieval of InBody body composition data including profile, scan histo…
53892
madeonsol
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
81
53893
microsoft
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
N/A N/A
53894
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
53895
cbuntingde
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
81
53896
gamercc-apps
Enables AI agents to compose fake chat conversations and generate deep links to…
53897
nimitmk7
mcp-finance Claim
Provides financial data tools like stock price, company info, historical data, …
53898
tcconnally
mimir Claim
Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP …
N/A N/A
53899
cruzleedan
MCP server providing CRUD operations for timesheet management via REST API endp…
53900
dsddet
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
N/A N/A
Showing 53851–53900 of 67226 servers