MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59751
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
— ○ ⏳ — — — — — —
59752
cressie176
MCP Server Claim
This MCP server provides access to resources and prompts from GitHub repositori…
— ○ ⏳ — — — — — —
59753
G5317
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
— ○ ⏳ — — — — — —
59754
modelrunner
ModelRunner Claim
Run 100+ AI models — image, video, audio, 3D — through one API with pay-per-use…
— ○ ⏳ — — — — — —
59755
mcrescenzo
A campaign and task management MCP server for AI coding assistants, enabling de…
— ○ ⏳ — N/A N/A — — —
59756
kapruka
Kapruka MCP Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
— ○ ⏳ — — — — — —
59757
anup-shesh
Local-first Garmin data warehouse: sync once to SQLite, analyze trends and corr…
— ○ ⏳ — N/A N/A — — —
59758
floriancaro
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
— ○ ⏳ — — — — — —
59759
vinkius-labs
Enables LLM agents to extract, validate, and mask personally identifiable infor…
— ○ ⏳ — — — — — —
59760
@kirandk
vsf123 ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
59761
TheDivyanshShukla
atlas-mcp Claim
Connect AI coding agents to Atlas knowledge hub for context retrieval and work …
— ○ ⏳ — N/A N/A — — —
59762
rajatk10
A simple MCP server for fetching movie and TV show data from TMDB and OMDB APIs…
— ○ ⏳ — — — — — —
59763
lespaceman
Gives AI agents a compact, semantic interface to the browser, returning structu…
— ○ ⏳ — N/A N/A — — —
59764
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
— ○ ⏳ — N/A N/A — — —
59765
ost527
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
— ○ ⏳ — N/A N/A — — —
59766
freQuensy23-coder
Reads public Telegram channel pages and exposes them as MCP tools over Streamab…
— ○ ⏳ — — — — — —
59767
Frankhoubre
imaginode Claim
Generate AI images and videos from 89 models on one credit balance, refunds on …
— ○ ⏳ — — — — — —
59768
snakaya
vibsync Claim
One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and …
— ○ ⏳ — — — — — —
59769
seandearnaley
A Model Context Protocol (MCP) server that provides AI assistants with safe, st…
— ○ ⏳ — N/A N/A — — —
59770
dexhunter
kaggle-mcp Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
— ○ ⏳ — — — — — —
59771
davidemodolo
local_ai_gen Claim
Local AI generation for images, audio, speech, and 3D models using open source …
— ○ ⏳ — N/A N/A — — —
59772
Harry-GenAI
An MCP-based enterprise tools server that exposes company knowledge search and …
— ○ ⏳ — N/A N/A — — —
59773
kulvir88
A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero,…
— ○ ⏳ — — — — — —
59774
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
— ○ ⏳ — — — — — —
59775
Maouv
A high-performance MCP server that aggregates Wikipedia, arXiv, Context7, and D…
— ○ ⏳ — — — — — —
59776
puelpan
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
— ○ ⏳ — — — — — —
59777
iFurySt
MCP server for browser automation, exposing tools for tab management, navigatio…
— ○ ⏳ — N/A N/A — — —
59778
StromKuo
Exposes Unity's Addressable Asset System configuration as an MCP server, allowi…
— ○ ⏳ — N/A N/A — — —
59779
kamilio
baby-daybook Claim
Enables interaction with Baby Daybook data through Firebase, allowing users to …
— ○ ⏳ — — — — — —
59780
domwoe
An MCP server for interacting with Kanton Luzern tax declarations on eSteuern.L…
— ○ ⏳ — — — — — —
59781
kim-go-chon
Enables searching and retrieving tax law data from the Korean National Tax Serv…
— ○ ⏳ — — — — — —
59782
aaron-pienza
Integrates Claude with Salesforce for natural language interactions with Salesf…
— ○ ⏳ — — — — — —
59783
Tai-DT
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
— ○ ⏳ — N/A N/A — — —
59784
Green-Gooding-Marketplace
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
— ○ ⏳ — — — — — —
59785
LZF1111
An MCP server that decides whether each step of an agent requires cheap intuiti…
— ○ ⏳ — N/A N/A — — —
59786
cbuntingde
A stateful MCP server that provides persistent memory, deterministic static ana…
— ○ ⏳ — N/A N/A — — —
59787
thousandmiles
Bridges MCP and LSP to enable semantic code analysis, including go-to-definitio…
— ○ ⏳ — N/A N/A — — —
59788
andrewaws26
Claude Works Claim
An MCP server that exposes a perpetual, honest job-application pipeline as type…
— ○ ⏳ — N/A N/A — — —
59789
junainfinity
ZeroFuse Claim
An MCP server that enables agents to automate refusal direction removal from op…
— ○ ⏳ — N/A N/A — — —
59790
quincydelp
fs-mcp Claim
Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…
— ○ ⏳ — — — — — —
59791
blackwell-systems
knowing Claim
Content-addressed code graph with 22 MCP tools for AI agents.
— ○ ⏳ — N/A N/A — — —
59792
DigitalBrewLLC
Chords, scales, progressions, transposition, and MIDI tools for music theory AI…
— ○ ⏳ — N/A N/A — — —
59793
xvyslo05
Lets Claude compare Magic: The Gathering single-card prices across six Czech on…
— ○ ⏳ — — — — — —
59794
mrfelfel
taghvim Claim
Deterministic date and time reasoning: arithmetic, DST-aware time zones, busine…
— ○ ⏳ — — — — — —
59795
groundlight
An MCP server for capturing images from cameras and video streams via the frame…
— ○ ⏳ — N/A N/A — — —
59796
JRWoodcock
modelmux Claim
Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…
— ○ ⏳ — N/A N/A — — —
59797
owenjeon
test Claim
— ○ ⏳ — N/A N/A — 95 —
59798
hackerunner
psychopy-mcp Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
— ○ ⏳ — N/A N/A — — —
59799
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
— ○ ⏳ — — — — 81 —
59800
trasmouss
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
— ○ ⏳ — — — — 81 —
Showing 59751–59800 of 69093 servers