MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54751
orkait
MCP server providing 33 verified Motion for React APIs with correct imports and…
— ○ ⏳ — N/A N/A — — —
54752
Muriellecomputerreadable868
Connects AI agents like Claude, Cursor, and Cline to the CoderLegion developer …
— ○ ⏳ — N/A N/A — — —
54753
obviyus
ynab-mcp Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
— ○ ⏳ — — — — — —
54754
mantasdigital
Enables Claude AI to play a cookie-themed dungeon RPG, including clicking cooki…
— ○ ⏳ — N/A N/A — — —
54755
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
— ○ ⏳ — — — — — —
54756
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
— ○ ⏳ — N/A N/A — — —
54757
bitmaster162
continuityos Claim
An MCP server offering hybrid memory recall and continuity tools for AI agents.…
— ○ ⏳ — N/A N/A — — —
54758
haverAI
Provides identity, permission, audit, and recall for healthcare AI agents, with…
— ○ ⏳ — N/A N/A — — —
54759
pratik
test-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
54760
yingcaihuang
Manage authentik users and groups via API, including creation, group membership…
— ○ ⏳ — — — — — —
54761
abdelrahman-hsn
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
— ○ ⏳ — N/A N/A — — —
54762
forloopcodes
contextplus Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
— ○ ⏳ — N/A N/A — — —
54763
jams24
Enables AI agents to manage crypto payments, stores, products, and orders throu…
— ○ ⏳ — — — — 81 —
54764
bitbonsai
Provides Claude with safe read/write access to Obsidian vaults, with YAML front…
— ○ ⏳ — N/A N/A — — —
54765
gabecorsini
garmin-mcp Claim
Personal MCP server for interacting with your Garmin Connect data. Exposes 62 t…
— ○ ⏳ — N/A N/A — — —
54766
commair-tools
Enables AI-assisted field service management through the Service Fusion API, in…
— ○ ⏳ — — — — — —
54767
mxfksta
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
— ○ ⏳ — — — — — —
54768
alejandrogarcia-hub
Processes and manages applicant resumes, facilitates job searches, generates jo…
— ○ ⏳ — — — — — —
54769
Operamatix
A safety-gated MCP server for Zoho Books that enables AI agents to perform gene…
— ○ ⏳ — — — — — —
54770
Anicodeth
mega-mcp Claim
Turn any public MEGA folder into a knowledge source for Claude & other LLMs
— ○ ⏳ — — — — — —
54771
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
— ○ ⏳ — — — — — —
54772
pipeworx-io
Enables searching and querying Indian River County, Florida open geospatial dat…
— ○ ⏳ — — — — — —
54773
tant
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
— ○ ⏳ — — — — — —
54774
ravigarg27
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
— ○ ⏳ — N/A N/A — — —
54775
SanctumSec
Credential vault for AI agents — encrypted storage, lease-based access, CRP sup…
— ○ ⏳ — N/A N/A — 95 —
54776
jtperkins
Connects Claude Desktop to Evernote, enabling you to list notebooks/notes and c…
— ○ ⏳ — — — — — —
54777
howdycarter
Private tooling to stage ChatGPT conversations into reviewable Homebase markdow…
— ○ ⏳ — N/A N/A — — —
54778
jgauffin
Persistent, structured memory server for AI agents using the Model Context Prot…
— ○ ⏳ — N/A N/A — — —
54779
Lubodi-Code
Enables Claude to query Binance Spot market data, account balances, and execute…
— ○ ⏳ — — — — — —
54780
Firou91
dyslex.ia Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
— ○ ⏳ — N/A N/A — — —
54781
akatjd
blog-mcp Claim
자동으로 네이버 블로그 글을 생성하고 발행하는 MCP 서버로, 사진과 간단한 정보를 입력하면 SEO 최적화된 초안을 작성하고 스타일 학습을 통…
— ○ ⏳ — N/A N/A — — —
54782
hackerxj2010
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
— ○ ⏳ — — — — — —
54783
rodaddy
A template for deploying MCP servers to Cloudflare Workers without authenticati…
— ○ ⏳ — — — — 81 —
54784
event4u-app
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
— ○ ⏳ — — — — — —
54785
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
— ○ ⏳ — — — — 81 —
54786
Kolsetu-Opensource
Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible…
— ○ ⏳ — — — — — —
54787
LioMatthys
DroidPilot Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
— ○ ⏳ — N/A N/A — — —
54788
gscalzo
A Model Context Protocol server that enables querying Stack Overflow for progra…
— ○ ⏳ — — — — — —
54789
AbhiRawat4841
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
— ○ ⏳ — — — — — —
54790
iamkw0n
joongna-mcp Claim
MCP server to search and view details of Joongna (Korean second-hand marketplac…
— ○ ⏳ — N/A N/A — — —
54791
macgaf
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
— ○ ⏳ — — — — — —
54792
thesuperRL
An MCP server that enables checking GitHub and Codeberg PR reviews, change requ…
— ○ ⏳ — — — — — —
54793
maxinedotdev
Saga Claim
A local-first MCP server for document ingestion and semantic search, providing …
— ○ ⏳ — N/A N/A — — —
54794
twilson63
MCP server for programmatic video generation. Send a prompt, get an MP4.
— ○ ⏳ — — — — — —
54795
leacvikas0
Free, unlimited web search MCP server using Gemini CLI's Google Search groundin…
— ○ ⏳ — N/A N/A — — —
54796
Ansvar-Systems
Enables querying Estonian data protection regulations, decisions, and guideline…
— ○ ⏳ — — — — — —
54797
OuchiniKaeru
Generates PowerPoint presentations from POM format JSON, enabling AI agents to …
— ○ ⏳ — N/A N/A — — —
54798
guptaprakhariitr
Converts units, currencies, timezones, and dates with a generous free tier of 5…
— ○ ⏳ — — — — 81 —
54799
yigitkonur
Spawn parallel autonomous AI agent sessions from a single MCP client. Each agen…
— ○ ⏳ — N/A N/A — — —
54800
wellmb
DPLoy Claim
Enables AI agents to deploy applications and manage servers over SSH using natu…
— ○ ⏳ — N/A N/A — — —
Showing 54751–54800 of 69153 servers