MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35751
bz-bntyh-w
tk_mcp Claim
多多进定全平台 MCP 服务是一个基于 Model Context Protocol (MCP) 的服务,支持拼多多大电商平台的链接转换和商品推广功能,商品搜…
— ○ ⏳ — — — — — —
35752
50heads
50heads Claim
Ask fifty verified real people a five-second question and get the split back.
— ○ ⏳ — — — — — —
35753
scthornton
SecMCP Claim
MCP servers exposing security operations tools (VirusTotal, MITRE Caldera, Lima…
— ○ ⏳ — N/A N/A — — —
35754
jobswithgpt
Search remote and onsite jobs through the public Corvi Careers MCP server.
— ○ ⏳ — — — — 81 —
35755
renanpires-tech
Enables backend test quality analysis for GPA e-commerce, including coverage an…
— ○ ⏳ — — — — — —
35756
telkomdev
MCP server enabling AI assistants to understand GitLab repositories through on-…
— ○ ⏳ — — — — — —
35757
fancyboi999
capcut-mcp Claim
Automates CapCut video editing through an HTTP/MCP API, enabling draft creation…
— ○ ⏳ — N/A N/A — — —
35758
Simonsms
A Model Context Protocol server for reading TiDB RAG knowledge base, enabling b…
— ○ ⏳ — — — — — —
35759
Schimmilab
pico-mcp Claim
Enables LLMs to control a PicoScope 5000A USB oscilloscope for signal generatio…
— ○ ⏳ — N/A N/A — — —
35760
liminjun813
zhanggui Claim
Enables AI agents to manage a phone screen protector store's inventory, orders,…
— ○ ⏳ — — — — — —
35761
AI SAT tutor for high schoolers: full diagnostic, practice on weak skills, week…
— ○ — — — — 67 —
35762
Scores whether a business's Google Maps reviews are genuine. Your agent collect…
— ○ — — — — 67 —
35763
naranmunkh
ubcab-bo-mcp Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
— ○ ⏳ — — — — — —
35764
jaejin0me
Jumpstart building TypeScript-based integrations with ready-made examples for g…
— ○ ⏳ — N/A N/A — 95 —
35765
SparkShare-io
Enzan Claim
A typed, structured, self-maintaining memory layer for AI agents with confidenc…
— ○ ⏳ — — — — — —
35766
untitled-developers
An MCP server providing AI agents with full access to the Shopify Admin API via…
— ○ ⏳ — — — — — —
35767
chipsan
prueba1 Claim
— ○ ⏳ — N/A N/A — 95 —
35768
guoguo0216
Provides real-time A-share stock quotes and historical K-line data via public A…
— ○ ⏳ — — — — — —
35769
unforget-ai
Long-term memory for Claude Code, Cursor, and MCP clients with zero-config embe…
— ○ ⏳ — — — — — —
35770
tools-for-agents
lens Claim
Provides token-efficient code retrieval for coding agents by indexing repositor…
— ○ ⏳ — N/A N/A — — —
35771
Anaxer Claim 1
Query Solana DEX data: prices, metadata, launches, graduations, live stream tai…
— ○ — N/A N/A — 69 —
35772
haiqiubullish
Enables AI-powered blockchain data queries and analysis through the Native Inde…
— ○ ⏳ — — — — 81 —
35773
UnbearableDev
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…
— ○ ⏳ — — — — — —
35774
APMC1
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
— ○ ⏳ — N/A N/A — — —
35775
OTSkit
otskit-mcp Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
— ○ ⏳ — N/A N/A — — —
35776
156554395
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
— ○ ⏳ — — — — — —
35777
MCP-Mirror
Provides access to Whissle AI services for speech-to-text, speaker diarization,…
— ○ ⏳ — — — — 81 —
35778
JoeCardoso13
An MCP server that provides access to the Google Calendar API, allowing AI assi…
— ○ ⏳ — N/A N/A — — —
35779
vogler75
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
— ○ ⏳ — — — — — —
35780
rduffyuk
MCP-native persistent-memory agent that remembers user preferences across sessi…
— ○ ⏳ — — — — — —
35781
jairov4
fj-mcp Claim
MCP server for Forgejo that exposes tools for pull requests, repositories, and …
— ○ ⏳ — N/A N/A — — —
35782
q2a3z4w
Enables AI agents to control MoviePilot through the MCP protocol for managing s…
— ○ ⏳ — N/A N/A — — —
35783 — ○ ⏳ — N/A N/A — 95 —
35784
ARTEMKOPIK
chatgpt Claim
— ○ ⏳ — N/A N/A — 95 —
35785
dequive
MCP server for real-time access to Mozambican legislation, enabling search, sta…
— ○ ⏳ — — — — — —
35786
mrbuslov
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
— ○ ⏳ — N/A N/A — — —
35787
lqwdtech
LQWD Gateway Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
— ○ ⏳ — — — — — —
35788
goranocokoljic
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
— ○ ⏳ — — — — 81 —
35789
FDSchaefer
nempulse Claim
Australian NEM battery (BESS) data for AI agents: revenue, dispatch, FCAS, even…
— ○ ⏳ — — — — — —
35790
CiscoDevNet
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
— ○ ⏳ — — — — — —
35791
jcosta33
swarm-mcp Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
— ○ ⏳ — N/A N/A — — —
35792
mrxjeus-cpu
The most complete AI-powered trading toolkit for Claude and MCP clients, offeri…
— ○ ⏳ — — — — — —
35793
Anilkeerthi
Enables Claude to interact with a document processing backend, providing tools …
— ○ ⏳ — — — — — —
35794
BuildsbyMatt
MentionAgent Claim
Link building outreach from your agent: review drafts, send the batch, answer p…
— ○ ⏳ — — — — — —
35795
Points or Cash Claim 1
Use points or pay cash? Cents-per-point verdicts, transfer partners, award pric…
— ○ — — — — 67 —
35796
Three server-checked puzzles a day for AI agents: one to read, one to compute, …
— ○ — — — — 67 —
35797
dan
plus-ai Claim
— ○ ⏳ — N/A N/A — 95 —
35798
alexthotse
Enables intelligent task management, multi-agent workflows, and cross-IDE proje…
— ○ ⏳ — — — — — —
35799
Murugarajr
OHM MCP Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
— ○ ⏳ — N/A N/A — 95 —
35800
paychex
FastMCP server for Tavily search API with web search and content extraction
— ○ ⏳ — N/A N/A — 95 —
Showing 35751–35800 of 69448 servers
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