MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48801
BlackHoleDEX
Model Context Protocol server for the Blackhole DEX on Avalanche, providing 32 …
— ○ ⏳ — — — — — —
48802
kikakika
testweather Claim
— ○ ⏳ — N/A N/A — 95 —
48803
techflavors
Enables LLMs to create PayPal invoices through a simple tool interface.
— ○ ⏳ — — — — — —
48804
mlauf-labs
SAGA Claim
Enables AI agents to perform fused hybrid search and reorganize documents, fold…
— ○ ⏳ — — — — — —
48805
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
— ○ ⏳ — N/A N/A — 95 —
48806
elimyliu
Enables AI clients to read and write local infinite canvas data via MCP protoco…
— ○ ⏳ — N/A N/A — — —
48807
Elad-Health
Enables read-only interaction with Azure DevOps Server (on-premises) including …
— ○ ⏳ — N/A N/A — — —
48808
iamtemazhe
mcp-gdocs Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
— ○ ⏳ — N/A N/A — — —
48809
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
— ○ ⏳ — N/A N/A — — —
48810
dwin-gharibi
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
— ○ ⏳ — — — — — —
48811
hydracds
Provides AI assistants with real-time access to Cardano DeFi data, including to…
— ○ ⏳ — N/A N/A — — —
48812
A2ANet
A2A MCP Server Claim 1
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
— ○ ⏳ — N/A N/A — 95 —
48813
wyre-technology
blackpoint-mcp Claim 1
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
— ○ ⏳ — — — — 81 —
48814
Sav1ouR520
专为教师设计的小雅智能教学平台教育管理MCP服务器,集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。
— ○ ⏳ — — — — — —
48815
omnier
Omnier CRM Claim
The CRM built for agents. Give your agent the CRM and go talk to people https:/…
— ○ ⏳ — — — — 81 —
48816
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
— ○ ⏳ — N/A N/A — — —
48817
xiaoanran0602-pixel
Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, …
— ○ ⏳ — — — — — —
48818
fritsferdiansyah38-EOS
simba-mcp Claim
Connects AI assistants to marketing mix models, enabling natural language data …
— ○ ⏳ — N/A N/A — — —
48819
Refinanceflows
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
— ○ ⏳ — N/A N/A — — —
48820
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
— ○ ⏳ — — — — — —
48821
ferinator
BullRun Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
— ○ ⏳ — — — — — —
48822
AnujF1005
A Windows MCP server that enables AI agents to capture screenshots of open wind…
— ○ ⏳ — — — — — —
48823
rabwill
substack-mcp Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
— ○ ⏳ — — — — — —
48824
shomechakraborty
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
— ○ ⏳ — — — — — —
48825
VictorC55
MCP Demo Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
— ○ ⏳ — — — — — —
48826
retospect
sortie-mcp Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
— ○ ⏳ — — — — — —
48827
weeebdev
beszel-mcp Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
— ○ ⏳ — — — — — —
48828
WriftAI
test Claim
This is a testing server up for WriftAI.
— ○ ⏳ — — — — 81 —
48829
neekmode
DRIFT-MCP Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
— ○ ⏳ — — — — — —
48830
vinkius-labs
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
— ○ ⏳ — — — — — —
48831
vallaksa
Read-only MCP server for PostgreSQL, enabling schema discovery, table metadata,…
— ○ ⏳ — — — — — —
48832
nokia
Enables AI agents to manage infrastructure through natural language queries to …
— ○ ⏳ — — — — — —
48833
Jonahbkerr
An MCP server that enables any AI agent to call Claude using your existing Max/…
— ○ ⏳ — N/A N/A — — —
48834
mbe24
yokozuna-mcp Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
— ○ ⏳ — N/A N/A — — —
48835
badlogic
VS Claude Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
— ○ ⏳ — N/A N/A — — —
48836
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
— ○ ⏳ — N/A N/A — — —
48837
Diversus23
1C MCP Proxy Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
— ○ ⏳ — — — — — —
48838
cbellbell-spin
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
— ○ ⏳ — N/A N/A — — —
48839
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
— ○ ⏳ — N/A N/A — — —
48840
fortifiedai
Provides live SEC filing events including resolved activist stakes (13D) and ty…
— ○ ⏳ — N/A N/A — — —
48841
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
— ○ ⏳ — — — — — —
48842
RecommaAI
Recomma Claim
What ChatGPT, Gemini and Google AI Overviews say about your brand, and which so…
— ○ ⏳ — — — — — —
48843
KlossKarl
loom Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
— ○ ⏳ — N/A N/A — — —
48844
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
— ○ ⏳ — — — — — —
48845
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
— ○ ⏳ — — — — — —
48846
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
— ○ ⏳ — — — — — —
48847
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
— ○ ⏳ — — — — — —
48848
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
— ○ ⏳ — N/A N/A — — —
48849
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
— ○ ⏳ — — — — — —
48850
jiaxiongjiang913-boop
demeter-mcp Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
— ○ ⏳ — N/A N/A — — —
Showing 48801–48850 of 69224 servers
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