MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

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49876
Discovered
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29726
Scored
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2112
Verified
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16952
Complete
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Last updated 31 minutes ago

Grade Distribution

Score Distribution

Newly Added

retro F Crane Ledger F Brandfetch F teppek F mb-mastering F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49801
qso
An MCP server that provides AI-powered image generation through Google Gemini m…
 — ○ ⏳ — — — — — —
49802
GenAICPA
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
 — ○ ⏳ — — — — — —
49803
RonasIT
MCP server for Open WebUI Knowledge Bases – search and access your knowledge ba…
 — ○ ⏳ — — — — — —
49804
aauth-dev
@aauth/praca Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
 — ○ ⏳ — N/A N/A — — —
49805
bhsantos11
A Model Context Protocol server that provides access to messages from an extern…
 — ○ ⏳ — N/A N/A — 95 —
49806
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
 — ○ ⏳ — — — — 81 —
49807
inkman97
A hardened Model Context Protocol server that exposes Bitbucket Data Center ope…
 — ○ ⏳ — N/A N/A — — —
49808
MCPmed
geo-mcp Claim
Enables searching and downloading Gene Expression Omnibus (GEO) data from NCBI,…
 — ○ ⏳ — — — — — —
49809
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
 — ○ ⏳ — — — — — —
49810
senoj100-alt
FitnessMCP Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
 — ○ ⏳ — — — — — —
49811
clearbluejar
pyghidra-mcp Claim
Exposes Ghidra reverse engineering capabilities via MCP, enabling LLMs and agen…
 — ○ ⏳ — N/A N/A — — —
49812
RomanShnurov
fathom-mcp Claim
A Model Context Protocol server that provides AI assistants with direct access …
 — ○ ⏳ — — — — — —
49813
jordanburke
A local MCP server that enables LLMs to execute shell commands on remote hosts …
 — ○ ⏳ — N/A N/A — — —
49814
KloutDevs
vscode-mcp Claim
An MCP server that gives Claude IDE capabilities inside VS Code and Cursor, ena…
 — ○ ⏳ — N/A N/A — — —
49815
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
 — ○ ⏳ — N/A N/A — — —
49816
arbazex
An MCP server that provides tools to look up and verify Australian businesses u…
 — ○ ⏳ — — — — — —
49817
marchev
claudit Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
 — ○ ⏳ — — — — — —
49818
EthanSky2986
Enables Claude Code to send and receive messages via Telegram for remote intera…
 — ○ ⏳ — N/A N/A — — —
49819
cognis-digital
hallumark Claim
MCP-native auditor for LLM hallucination and grounding issues in RAG systems. P…
 — ○ ⏳ — N/A N/A — 95 —
49820
RapidMCP
wikimedia Claim
Enables natural language queries to search, retrieve, and explore Wikipedia and…
 — ○ ⏳ — — — — — —
49821
Space-C0wboy
An MCP server that exposes the Vicarius vRx External Data API to AI assistants,…
 — ○ ⏳ — — — — — —
49822
NigelVanHattum
mealie-mcp Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
 — ○ ⏳ — — — — — —
49823
ragna999
An MCP server that gives AI agents real-time Solana DeFi intelligence — smart m…
 — ○ ⏳ — N/A N/A — — —
49824
Autostackup
sales Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
 — ○ ⏳ — N/A N/A — — —
49825
hamzaamjad
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
 — ○ ⏳ — — — — — —
49826
susancodes55
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
 — ○ ⏳ — N/A N/A — 95 —
49827
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
 — ○ ⏳ — — — — 81 —
49828
kylecui
NetForensicMCP Claim 1
An MCP server for offline network forensic analysis and threat intelligence, en…
 — ○ ⏳ — N/A N/A — 95 —
49829
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
 — ○ ⏳ — N/A N/A — 95 —
49830
isaacchpe
A Python-based MCP server that manages a product inventory using SQLite, allowi…
 — ○ ⏳ — N/A N/A — — —
49831
sharph
Enables interacting with the Lunch Money personal finance API through MCP tools…
 — ○ ⏳ — N/A N/A — 95 —
49832
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
 — ○ ⏳ — N/A N/A — 95 —
49833
Luo-Lotus
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
 — ○ ⏳ — N/A N/A — — —
49834
xyt-mcp
odoo-mcp-xyt Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
 — ○ ⏳ — — — — — —
49835
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
 — ○ ⏳ — — — — — —
49836
theYahia
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
 — ○ ⏳ — — — — — —
49837
kongyo2
MCP server that provides npm package information for AI agents during TypeScrip…
 — ○ ⏳ — — — — — —
49838
urnm
Enables LLMs to create and manage NFT collections and assets through the Uraniu…
 — ○ ⏳ — — — — 81 —
49839
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
 — ○ ⏳ — — — — 81 —
49840
Proviscale
Enables AI agents to manage invoices, customers, suppliers, accounting entries,…
 — ○ ⏳ — — — — — —
49841
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
 — ○ ⏳ — — — — — —
49842
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
 — ○ ⏳ — — — — 81 —
49843
jdguggs10
A Cloudflare Worker that provides access to MLB Statistics API data through the…
 — ○ ⏳ — — — — 81 —
49844
elsanchez
Enables interaction with the FVWM3 window manager for configuration generation,…
 — ○ ⏳ — N/A N/A — 95 —
49845
ejentum
self-inspect Claim
Enables agents to reflect on their own thinking by returning a metathought ques…
 — ○ ⏳ — N/A N/A — — —
49846
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
 — ○ ⏳ — — — — — —
49847
iflow-mcp
This MCP server enables querying Azure resource pricing programmatically throug…
 — ○ ⏳ — — — — — —
49848
ValentinOtt
uudb Claim
— ○ ⏳ — N/A N/A — 95 —
49849
Remote MCP server bridging Motion to Claude
 — ○ — N/A N/A — 81 —
49850
pipeworx-io
Virustotal Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
 — ○ ⏳ — — — — — —
Showing 49801–49850 of 49876 servers
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