MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

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66455
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31805
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2112
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16953
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Last updated 1 hour ago

Grade Distribution

Score Distribution

Newly Added

Free Official Data Samples, Provenance, Aggregations & Insights F Atlas Red mind maps F Untangle F AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records F PumpX F

Biggest Gainers

StockLens +58 Fintel Discovery — Financial Intelligence for AI Agents +46 Ask AI +46

Biggest Drops

PuroAir -60 solidus -60 token-intel -55
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61801
kinhsach
kinhsach Claim
— ○ ⏳ — N/A N/A — 95 —
61802
lexbeam-software
Enables LLMs to interact with the EU AI Act regulation by classifying AI system…
 — ○ ⏳ — — — — — —
61803
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
 — ○ ⏳ — N/A N/A — 95 —
61804
abdallah-nasir
Enables interaction with Google NotebookLM through a real Chrome browser, allow…
 — ○ ⏳ — — — — — —
61805
currencytransfer
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
 — ○ ⏳ — — — — — —
61806
DexopT
AHME Claim
Provides AI coding assistants with long-term memory by compressing conversation…
 — ○ ⏳ — N/A N/A — — —
61807
memgraph
A lightweight server implementation of the Model Context Protocol that connects…
 — ○ ⏳ — — — — 81 —
61808
joshwyatt
A simple toolkit for creating MCP servers with stdio and SSE transport, auto-va…
 — ○ ⏳ — N/A N/A — — —
61809
xiaobenyang-com
iconify-icon Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
 — ○ ⏳ — N/A N/A — 95 —
61810
dekaic
cocos-mcp Claim
Bridges Cocos Creator 3.8.x editor with MCP protocol, enabling Claude Code to q…
 — ○ ⏳ — N/A N/A — — —
61811
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
 — ○ ⏳ — — — — — —
61812
human-beyond
Convert PDF bank statements to checked Excel, CSV or JSON with balance validati…
 — ○ ⏳ — — — — — —
61813
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
 — ○ ⏳ — — — — — —
61814
v-o-h-s
Provides context from previous sessions to new OpenCode sessions for continuity…
 — ○ ⏳ — N/A N/A — — —
61815
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
 — ○ ⏳ — — — — 81 —
61816
mambalabsdev
Build a company list from live hiring data or from US SEC filings mentioning a …
 — ○ ⏳ — N/A N/A — — —
61817
CircularRoute
plugin Claim
Circulara Observe MCP plugin - meters your AI agents' token spend and carbon, f…
 — ○ ⏳ — N/A N/A — — —
61818
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
 — ○ ⏳ — — — — 81 —
61819
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
 — ○ ⏳ — N/A N/A — — —
61820
Northy9
AI tools for MyPost A4 labels, 4x6 thermal printers and LabelChop resources.
 — ○ ⏳ — — — — — —
61821
Aimino-Tech
MCP server for HTML generation from AI agents
 — ○ ⏳ — N/A N/A — — —
61822
kausikram
Enables searching products, viewing orders, and analyzing order trends on Amazo…
 — ○ ⏳ — N/A N/A — — —
61823
andreahaku
github-wiki-mcp Claim 1
MCP server for managing GitHub wiki pages programmatically, enabling create, re…
 — ○ ⏳ — N/A N/A — 95 —
61824
HappyMonkeyAI
Exposes a developer's local context (communication preferences, stack, repos, m…
 — ○ ⏳ — N/A N/A — — —
61825
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
 — ○ ⏳ — — — — 81 —
61826
Staks-sor
Provides tools for local development environment management and PostgreSQL opti…
 — ○ ⏳ — N/A N/A — — —
61827
Retro-Diffusion
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
 — ○ ⏳ — — — — — —
61828
code4history
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
 — ○ ⏳ — — — — — —
61829
sharpsir-group
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
 — ○ ⏳ — — — — — —
61830
arun250492
Personal-MCP Claim
An MCP server that provides [describe what your server does]
 — ○ ⏳ — N/A N/A — — —
61831
coinpaprika
CoinPaprika Claim
Real-time crypto market data: prices, tickers, exchanges, OHLCV candles, and me…
 — ○ ⏳ — — — — — —
61832
true402
mcp-server Claim 1
Pay-per-call AI + web + on-chain tools over x402 (USDC on Base): LLM, SEO, extr…
 — ○ ⏳ — N/A N/A — 61 —
61833
clauxel
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
 — ○ ⏳ — — — — — —
61834
sam-vangelos
Recruiting-ops MCP for Greenhouse: referral SLA misses, funnel movement, stale …
 — ○ ⏳ — N/A N/A — — —
61835
0xddneto
AI Proof of Us Claim 1
Private signed AI task receipts with replay checks and optional validated AIPOU…
 — ○ ⏳ — N/A N/A — 75 —
61836
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
 — ○ ⏳ — — — — 81 —
61837
claracarspt
Enables AI assistants to search car inventory, estimate import taxes (ISV) and …
 — ○ ⏳ — — — — — —
61838
abdul-34
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
 — ○ ⏳ — — — — — —
61839
golden-horizon
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
 — ○ ⏳ — N/A N/A — 95 —
61840
jeongmk522-netizen
Analyzes suspicious messages to detect smishing, messenger phishing, and voice …
 — ○ ⏳ — — — — — —
61841
bodyegypt
Official remote MCP server for Lobby, the bilingual AI receptionist. Five free …
 — ○ ⏳ — — — — — —
61842
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
 — ○ ⏳ — — — — 81 —
61843
Ericsunsk
ComfyUI MCP Claim
Minimal MCP server that wraps ComfyUI HTTP routes enabling LLM clients to inspe…
 — ○ ⏳ — N/A N/A — — —
61844
erophames
An MCP server that makes superpowers skills available to any LLM that supports …
 — ○ ⏳ — N/A N/A — — —
61845
theYahia
payme-mcp Claim
MCP server for Payme payment system (Uzbekistan). Supports transactions, statem…
 — ○ ⏳ — N/A N/A — — —
61846
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
 — ○ ⏳ — N/A N/A — — —
61847
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
 — ○ ⏳ — — — — 81 —
61848
tmtcomeup
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
 — ○ ⏳ — N/A N/A — 95 —
61849
dkeeno
An MCP server for generating Kubernetes manifests (deployments, services, confi…
 — ○ ⏳ — N/A N/A — — —
61850
citestamp
CiteStamp Claim
Citation-health over a CC0 citation graph: what supports, refutes, or cites a p…
 — ○ ⏳ — — — — — —
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