MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39751
muammar-yacoob
kicad-mcp Claim
Enables natural language control of KiCad PCB design software through Claude De…
— ○ ⏳ — N/A N/A — — —
39752
Store-next
Read-only Model Context Protocol server for Microsoft SQL Server. Enables safe …
— ○ ⏳ — — — — — —
39753
TylerFlar
MCP server for Piazza Q&A platform, enabling course management, post creation, …
— ○ ⏳ — — — — — —
39754
mambalabsdev
Detects GTM hiring activity from company career pages via Greenhouse, Lever, As…
— ○ ⏳ — N/A N/A — 83 —
39755
fastmcp-me
Enables building, running unit tests, and instrumented tests for Android projec…
— ○ ⏳ — N/A N/A — — —
39756
JaimeCernuda
vMCP Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
— ○ ⏳ — N/A N/A — — —
39757
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
— ○ ⏳ — — — — — —
39758
ifmelate
Universal MCP server for extracting text from various document formats includin…
— ○ ⏳ — N/A N/A — — —
39759
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
— ○ ⏳ — — — — — —
39760
dbuxton
litmos-mcp Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
— ○ ⏳ — N/A N/A — — —
39761
accoutmissing
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
— ○ ⏳ — — — — — —
39762
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
— ○ ⏳ — — — — — —
39763
Jake-Mok-Nelson
Helps support engineers find similar GitHub issues to speed up troubleshooting …
— ○ ⏳ — N/A N/A — 95 —
39764
BuyWhere
catalog-api Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
— ○ ⏳ — — — — — —
39765
Flyger1an
Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
— ○ ⏳ — — — — — —
39766
vidofy
Vidofy Claim
Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux…
— ○ ⏳ — — — — — —
39767
paragraph-xyz
MCP server that connects AI agents to your Paragraph publication, enabling post…
— ○ ⏳ — — — — — —
39768
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
— ○ ⏳ — — — — — —
39769
NicolasAEV
Multi-stack scaffolding engine for generating production-ready module structure…
— ○ ⏳ — N/A N/A — — —
39770
freddy24-7
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
— ○ ⏳ — — — — — —
39771
MPP32
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
— ○ ⏳ — N/A N/A — — —
39772
GarphenGate
moltline-mcp Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
— ○ ⏳ — — — — — —
39773
bettyguo
obsidian-mcp Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
— ○ ⏳ — N/A N/A — — —
39774
microsoft
test_mcp ✓ Claim
— ○ ⏳ — N/A N/A — 95 —
39775
sitisambal
pid Claim
— ○ ⏳ — N/A N/A — 95 —
39776
work-samirk
Enables appending content to Google Docs and creating Gmail drafts with interac…
— ○ ⏳ — N/A N/A — — —
39777
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
— ○ — N/A N/A — 81 —
39778
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
— ○ ⏳ — N/A N/A — — —
39779
creschendo
obsidianMCP Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
— ○ ⏳ — N/A N/A — — —
39780
henu-wang
Enables scanning websites for AI search readiness, generating fixes like llms.t…
— ○ ⏳ — — — — — —
39781
gallaghern51-art
Author and validate Calaf workspace seeds against the app's real importer. No a…
— ○ ⏳ — — — — 67 —
39782
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
— ○ ⏳ — N/A N/A — 95 —
39783
Cnd-North
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
— ○ ⏳ — — — — — —
39784
gizdusum
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
— ○ ⏳ — — — — — —
39785
nehaRoy25
Offers real-time stock prices, sector and historical analysis, top performers f…
— ○ ⏳ — — — — — —
39786
emercoin
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
— ○ ⏳ — — — — — —
39787
samimiair
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
— ○ ⏳ — N/A N/A — — —
39788
Deirfgeiz
Enables capturing evidence, retrieving platform takedown processes, and draftin…
— ○ ⏳ — — — — — —
39789
JiayuuWang
Enables interaction with Airtable bases and tables, allowing schema inspection …
— ○ ⏳ — — — — — —
39790
SBolivarLoL
Clover POS Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
— ○ ⏳ — N/A N/A — — —
39791
GabsPereiraDev
mcp-supabase Claim
Enables interaction with Supabase databases, including listing tables, querying…
— ○ ⏳ — N/A N/A — — —
39792
skiddgoddamn
bing-seo-mcp Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
— ○ ⏳ — — — — — —
39793
BrettonB
canaryusers Claim 1
A flock of AI users tests your deployed app and reports where real people get s…
— ○ ⏳ — — — — 67 —
39794
JohnnyBoySou
adila-mcp Claim
MCP server to manage Adila platform via natural language, enabling deploys, log…
— ○ ⏳ — — — — — —
39795
rulecom
mcp-rule Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
— ○ ⏳ — — — — — —
39796
GraphiteAI
graphite-mcp Claim 1
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
— ○ ⏳ — — — — 81 —
39797
spokenmd
spoken Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
— ○ ⏳ — — — — — —
39798
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
— ○ ⏳ — — — — — —
39799
qualityclouds
Checks AI-written code against your rules as it is written, and keeps a record …
— ○ ⏳ — — — — — —
39800
vivekvar-dl
A read-only MCP server that gives AI agents the web as compact, ranked, verifie…
— ○ ⏳ — N/A N/A — — —
Showing 39751–39800 of 69365 servers
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