MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29401
BitingSnakes
pydantic-mcp ⚡ Claim 1
An MCP server for inspecting and interacting with Pydantic models and Python ty…
D 54 3⁄4 ◔ ⏳ 47 — — 29 81 —
29402
Octodamus
AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0…
D 54 3⁄5 ◔ ⏳ — 0 80 — 81 —
29403
MostafaRaafat91
MCP Playwright Server ⚡ Claim 1
An MCP server that enables AI-powered browser automation, web scraping, and tes…
D 54 3⁄4 ◔ ⏳ 39 — — 43 81 —
29404
K0itoyuu
Lanzou MCP Claim 1
A Model Context Protocol server for interacting with Lanzou Cloud storage. It p…
D 54 3⁄4 ◔ ⏳ 45 — — 35 81 —
29405
Bardo Claim 1
Identity & continuity for AI agents, gated by a proof-of-being-an-LLM puzzle.
D 54 3⁄5 ◔ — 96 0 — 67 —
29406
just-signal Claim 1
Keyless MCP for Just Signal: live quotes, report publishing, scorecard, and Cho…
D 54 3⁄5 ◔ — 0 96 — 67 —
29407
Kerydos
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29408
KumarDev7
Colab MCP Claim 2
A Model Context Protocol server that enables users to control and interact with…
D 54 3⁄4 ◔ ⏳ 39 — — 42 81 —
29409
jeffshum
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29410
giannidona
dolar-argentina ⚡ Claim
Provides real-time Argentine dollar exchange rates to Claude, including blue, o…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29411
Sebzo-work
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29412
Spaceship-AI
Spaceship MCP ⚡ Claim 1
An MCP server for managing and executing AI agents on the Spaceship AI platform…
D 54 3⁄4 ◔ ⏳ 45 — — 33 81 —
29413
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 54 3⁄4 ◔ ⏳ 51 — — 25 81 —
29414
Filipescordeiro2
mcp-mongo ⚡ Claim
Enables AI agents to query and introspect MongoDB databases through find, aggre…
D 54 3⁄4 ◔ ⏳ 48 — — 27 81 —
29415
elfresonero
paki-curator Claim
Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catal…
D 54 3⁄4 ◔ ⏳ 40 — — 42 81 —
29416
hungryrobot1
This server implements the Model Context Protocol to facilitate meaningful inte…
D 54 3⁄4 ◔ ⏳ 54 — — 18 81 —
29417
OnClickListener2048
Enables reading and analyzing Confluence documentation content through the Conf…
D 54 3⁄4 ◔ ⏳ 48 — — 27 81 —
29418
ghc189
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
D 53 3⁄4 ◔ ⏳ 48 — — 25 81 —
29419
paulieb89
MCP server for UK Freedom of Information research. Connects AI assistants to Wh…
D 53 3⁄4 ◔ ⏳ 33 — — 48 81 —
29420
sudhakaren
Retrieves comprehensive patient information including personal details, insuran…
D 53 3⁄4 ◔ ⏳ 48 — — 25 81 —
29421
cnpjaberto
cnpjaberto ⚡ Claim 1
MCP server for querying Brazilian CNPJ company data, including partner graphs, …
D 53 3⁄4 ◔ ⏳ 39 — — 40 81 —
29422
EA2-Programmer
TrakSYS MCP Server ⚡ Claim 1
An MCP server that provides secure, read-only access to the TrakSYS manufacturi…
D 53 3⁄4 ◔ ⏳ 33 — — 50 81 —
29423
NodeOps-app
CreateOS MCP Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
D 53 3⁄4 ◔ ⏳ 48 — — 25 81 —
29424
LeoVegaSys
DatabaseMCP ⚡ Claim 1
An MCP server that enables AI agents to safely explore and interact with MySQL …
D 53 3⁄4 ◔ ⏳ 43 — — 33 81 —
29425
kal72
sentinel-mcp ⚡ Claim 1
An MCP server for AI-powered API testing that enables automated positive, negat…
D 53 3⁄4 ◔ ⏳ 41 — — 35 81 —
29426
gengzi
mcp\_command-line\_tool
D 53 3⁄4 ◔ ⏳ 36 — — 45 81 —
29427
Agent-native dental planning MCP for plan drafts, presentations, and price esti…
D 53 3⁄5 ◔ — 0 91 — 67 —
29428
ProcIQ
MemLayer Claim
Agent learning infrastructure that captures experience, surfaces what works, an…
D 53 3⁄4 ◔ ⏳ 50 — — 22 81 —
29429
aooiuu
ttrss-mcp ⚡ Claim 1
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
D 53 3⁄4 ◔ ⏳ 45 — — 31 81 —
29430
agent-mcp Claim 1
Korean-Japanese bilingual community. Read public posts/comments, route Korea/Ja…
D 53 3⁄5 ◔ — 0 92 — 67 —
29431
ngcdan
mcp-imap-server ⚡ Claim 2
An MCP server that enables Claude to directly access and manage email through I…
D 53 3⁄4 ◔ ⏳ 45 — — 30 81 —
29432
kilyig
An MCP server that enables AI agents to participate in Silicopedia discussions …
D 53 3⁄4 ◔ ⏳ 47 — — 24 81 —
29433
martynrees
Enables network management through Cisco Catalyst Center, providing tools for m…
D 53 3⁄4 ◔ ⏳ 48 — — 25 81 —
29434
Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analy…
D 53 3⁄5 ◔ — 0 93 — 67 —
29435
Moving Helper Claim 1
Help estimating move size, inventory and quotes for house or office movers.
D 53 3⁄5 ◔ — 93 0 — 67 —
29436
insidergraph Claim 1
SEC insider intelligence: trades, 8-K events, planned sales, activist stakes - …
D 53 3⁄5 ◔ — 92 0 — 67 —
29437
YoshiLoL0526
mcp-toolkit ⚡ Claim
A general-purpose MCP server providing web search, persistent memory storage, a…
D 53 3⁄4 ◔ ⏳ 42 — — 34 81 —
29438
alexalexalex222
Petamind MCP Claim
Enables agentic coding workflows in Claude Code through a multi-candidate patch…
D 53 3⁄4 ◔ ⏳ 40 — — 39 81 —
29439
s2-streamstore
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
D 53 3⁄4 ◔ ⏳ 48 — — 25 81 —
29440
Nexlayer
Nexlayer MCP Claim
Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debu…
D 53 3⁄4 ◔ ⏳ 50 — — 19 81 —
29441
trippborstel-hub
An MCP server that provides access to Northwood Capital Partners' portfolio car…
D 53 3⁄4 ◔ ⏳ 45 — — 30 81 —
29442
anupatil2711
MCPDischarge Claim
Enables automated cross-department healthcare discharge coordination using MCP,…
D 53 3⁄4 ◔ ⏳ 48 — — 25 81 —
29443
Quote, book and manage UK airport and cruise transfers. Date-specific prices; n…
D 53 3⁄5 ◔ — 0 91 — 67 —
29444
arttttt
kernel-build-mcp ⚡ Claim 1
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
D 52 3⁄4 ◔ ⏳ 45 — — 27 81 —
29445
bbalakriz
Figma MCP Server ⚡ Claim
Enables integration with Figma through the Model Context Protocol, allowing use…
D 52 3⁄4 ◔ ⏳ 42 — — 29 81 —
29446
DarkAngel-agents
OpenCTI MCP Server ⚡ Claim 1
A Model Context Protocol server that connects AI assistants to OpenCTI threat i…
D 52 3⁄4 ◔ ⏳ 45 — — 25 81 —
29447
FloB95
QRcodly Claim
Create, manage, and share QR codes and short URLs
D 52 4⁄5 ◔ ⏳ 56 — 0 78 81 —
29448
kurdish-tts-stt Claim 1
Kurdish (Sorani & Kurmanji) text-to-speech & speech-to-text — 664 AI voices. AP…
D 52 3⁄5 ◔ — 0 90 — 67 —
29449
vnikhilbuddhavarapu
WikiJS MCP Server ⚡ Claim 1
An MCP server that enables full management of WikiJS instances, supporting oper…
D 52 3⁄4 ◔ ⏳ 45 — — 27 81 —
29450
kontato Claim 1
Give your AI agents a WhatsApp number and a voice: they message you and call yo…
D 52 3⁄5 ◔ — 88 0 — 67 —
Showing 29401–29450 of 69365 servers
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