MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44901
petarnenov
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
— ○ ⏳ — — — — — —
44902
awei84
封装了 Google Antigravity 的 Nano Banana 图像生成能力,使 AI 客户端可通过 MCP 调用生成或编辑图片。
— ○ ⏳ — N/A N/A — — —
44903
kassol
Memory MCP Claim
Personal memory service using semantic vector retrieval and knowledge graphs to…
— ○ ⏳ — — — — — —
44904
Movm
Provides live, source-linked transparency data on German MPs, including roll-ca…
— ○ ⏳ — — — — — —
44905
AceDataCloud
mcp-grok Claim
MCP server for Grok Imagine AI video generation
— ○ ⏳ — — — — — —
44906
latent-defense
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
— ○ ⏳ — — — — — —
44907
Tim-nocode
QuillHub Claim
Meeting transcripts for AI agents: search calls, read who said what, transcribe…
— ○ ⏳ — — — — — —
44908
danielrz
investbuddy Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
— ○ ⏳ — N/A N/A — 83 —
44909
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
— ○ ⏳ — — — — 81 —
44910
Kastalien-Research
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
— ○ ⏳ — N/A N/A — 95 —
44911
c2bcom10-ship-it
한국 상품·휴대폰 검증 조건 검색과 총비용·약정 반환금·결합할인 참고 계산. 출처·누락 조건을 제공하는 무인증·읽기 전용 MCP입니다.
— ○ ⏳ — — — — — —
44912
CSOAI-ORG
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
— ○ ⏳ — — — — — —
44913
Sayalab
Sayalabs MCP Claim
A production-ready MCP server that injects a team of subagent interns, web sear…
— ○ ⏳ — — — — — —
44914
xiangshiyin
mcp-toy Claim
A toy MCP server for exploring Model Context Protocol capabilities, including r…
— ○ ⏳ — N/A N/A — — —
44915 — ○ ⏳ — N/A N/A — 95 —
44916
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
— ○ ⏳ — N/A N/A — 81 —
44917
benjamesmurray
deliver-cli Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
— ○ ⏳ — N/A N/A — — —
44918
markelaugust74
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
— ○ ⏳ — N/A N/A — — —
44919
CSOAI-ORG
mock-server-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
44920 — ○ ⏳ — N/A N/A — 95 —
44921
radenaisa
mubdi Claim
— ○ ⏳ — N/A N/A — 95 —
44922
nrohozen
proxmox-mcp Claim
An MCP server that exposes Proxmox VE node/cluster as tools for MCP clients, en…
— ○ ⏳ — — — — — —
44923
fastmcp-me
Enables conversational AI assistants to help users discover movies, find showti…
— ○ ⏳ — N/A N/A — 95 —
44924
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
— ○ ⏳ — — — — — —
44925
Keenan-ux
boothcheck Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
— ○ ⏳ — — — — — —
44926
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
— ○ ⏳ — N/A N/A — — —
44927
tanahak
Free FMCSA carrier background checks: authority, insurance, crashes, safety sco…
— ○ ⏳ — — — — — —
44928
colobas
Enables LLM clients to browse and query your Zotero library through tool calls.…
— ○ ⏳ — N/A N/A — 95 —
44929
robinebers
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
— ○ ⏳ — — — — 81 —
44930
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
— ○ ⏳ — — — — — —
44931
opendatalab
Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
— ○ ⏳ — N/A N/A — — —
44932
eriknewton
sanctuary Claim
Open-source MCP server: encrypted local keys and state, operator approval gates…
— ○ ⏳ — N/A N/A — 95 —
44933
coderadius-ai
coderadius Claim
Enables AI agents to query architecture context, data contracts, and blast radi…
— ○ ⏳ — N/A N/A — — —
44934
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
— ○ ⏳ — — — — — —
44935
jessef1983
Enterprise-safe MCP server that enables Claude Enterprise to access approved on…
— ○ ⏳ — — — — — —
44936
Robinhill85
Convert docs and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scans, URL…
— ○ ⏳ — — — — — —
44937
Bgenc48
Read-only US tax reference for notices, deadlines, filing screens, and clearly …
— ○ ⏳ — — — — — —
44938
JesKwek
BioOpenMCP Claim
BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and…
— ○ ⏳ — N/A N/A — — —
44939
Greg-Swiftomatic
Substack MCP Claim 1
An MCP server that enables AI assistants like Claude to interact with Substack …
— ○ ⏳ — — — — 81 —
44940
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
— ○ ⏳ — — — — — —
44941
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
— ○ ⏳ — N/A N/A — — —
44942
shoaibjin27-spec
Enables managing Stitch design projects via natural language, including listing…
— ○ ⏳ — — — — — —
44943
sindhug
A research-informed MCP server that enables natural language question answering…
— ○ ⏳ — N/A N/A — — —
44944
deepakkamboj
Enables accessibility testing using Playwright and Axe, allowing users to scan …
— ○ ⏳ — N/A N/A — — —
44945
BananaCrystal
Provides AI agents with a wallet and autonomous payment capabilities using stab…
— ○ ⏳ — — — — — —
44946
Roelovanheeren
Enables ElevenLabs AI agents to manage dental clinic appointments through Googl…
— ○ ⏳ — — — — — —
44947
diandiandia
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
— ○ ⏳ — N/A N/A — — —
44948
pipeworx-io
Enables searching and querying open geospatial datasets from Tallahassee-Leon C…
— ○ ⏳ — — — — — —
44949
hybridindie
A secure MCP server for ComfyUI that enables AI assistants to generate images, …
— ○ ⏳ — — — — — —
44950
jinpyo.yi
ask_her Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 44901–44950 of 69261 servers
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