MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

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66427
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31773
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2112
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Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

Newly Added

AgentNative Data Exchange F rezee F ResuMax F mcp F FastAF F

Biggest Gainers

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

Biggest Drops

solidus -60 PuroAir -60 token-intel -55
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64901
bitcompare
mcp-server Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
 — ○ ⏳ — — — — — —
64902
morvoso
godot-ai-mcp Claim
Provides AI assistants with tools to launch the Godot editor, run projects, man…
 — ○ ⏳ — N/A N/A — — —
64903
chrisdecali
golf-reports Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
 — ○ ⏳ — N/A N/A — — —
64904
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
 — ○ ⏳ — — — — — —
64905
MayraOA
Multi-agent MCP server for auditing public spending execution of Peruvian regio…
 — ○ ⏳ — N/A N/A — — —
64906
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
 — ○ ⏳ — N/A N/A — — —
64907
blackscaletech
swarm-mcp Claim
Enables MCP-compatible clients to connect to Swarm, providing access to Space m…
 — ○ ⏳ — — — — — —
64908
purplegrain
Purple Grain Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
 — ○ ⏳ — — — — — —
64909
opcastil11
mcp-prowl Claim
Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.
 — ○ ⏳ — N/A N/A — 95 —
64910
Rheosoph
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
 — ○ ⏳ — N/A N/A — — —
64911
owenrumney
fitness-mcp Claim
A personal remote MCP server for fitness data that provides read-only tools to …
 — ○ ⏳ — — — — — —
64912
mikhalchankasm
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
 — ○ ⏳ — N/A N/A — — —
64913
Particle-Academy
A dev-time MCP server that lets coding agents read documentation directly from …
 — ○ ⏳ — N/A N/A — — —
64914
Ravishka17
Provides comprehensive Wikipedia access for AI assistants via MCP Streamable HT…
 — ○ ⏳ — N/A N/A — — —
64915
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
 — ○ ⏳ — N/A N/A — — —
64916
omidsaffari
Inspect local video and audio files with ffprobe, returning structured metadata…
 — ○ ⏳ — N/A N/A — — —
64917
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
 — ○ ⏳ — N/A N/A — 95 —
64918
parthhimself0
Enables searching products, browsing categories, checking gold rates, tracking …
 — ○ ⏳ — — — — — —
64919
nohikomiso
Provides offline lookup of Saxo Bank OpenAPI endpoint parameters and JSON sampl…
 — ○ ⏳ — N/A N/A — — —
64920
chrisryugj
MCP server that enables searching Korean patents, trademarks, and designs via K…
 — ○ ⏳ — — — — — —
64921
godson
— ○ ⏳ — N/A N/A — 95 —
64922
freebase-cloud
Free cloud databases over MCP: query, store, list and annotate across 15 engine…
 — ○ ⏳ — — — — — —
64923
wheelhousedev
This TypeScript-based MCP server enables users to manage a simple notes system …
 — ○ ⏳ — — — — 81 —
64924
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
 — ○ ⏳ — — — — — —
64925
equinixnetworkedge
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
 — ○ ⏳ — N/A N/A — 95 —
64926
uicheck-ai
@uicheck/mcp Claim
Enables AI agents to capture screenshots and inspect DOM elements from connecte…
 — ○ ⏳ — N/A N/A — — —
64927
YawLabs
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
 — ○ ⏳ — N/A N/A — — —
64928
Phanikondru
OpenShowreel Claim
An MCP server for Adobe After Effects that enables AI assistants to create prem…
 — ○ ⏳ — N/A N/A — — —
64929
MukundaKatta
ip-mcp Claim
Provides tools to classify, test, and expand IPv4/IPv6 addresses using Node's b…
 — ○ ⏳ — — — — — —
64930
brensch
Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, inte…
 — ○ ⏳ — — — — — —
64931
LindaEng
Enables users to capture TouchDesigner node network screenshots and ask Claude …
 — ○ ⏳ — N/A N/A — — —
64932
xr843
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — a…
 — ○ ⏳ — — — — — —
64933
ultrathinker
Tabduct Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
 — ○ ⏳ — N/A N/A — — —
64934
netique
overleaf-mcp Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
 — ○ ⏳ — N/A N/A — — —
64935
fkiene
llmtrim Claim
MCP server and local proxy that compresses LLM prompts, tool output, and replie…
 — ○ ⏳ — N/A N/A — — —
64936
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
 — ○ ⏳ — N/A N/A — — —
64937
bettyguo
obsidian-mcp Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
 — ○ ⏳ — N/A N/A — — —
64938
marduk191
A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
 — ○ ⏳ — N/A N/A — — —
64939
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
 — ○ ⏳ — — — — — —
64940
emirhanyenici
Enables Claude to perform multi-agent SEO analysis with specialist prompts and …
 — ○ ⏳ — — — — — —
64941
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
 — ○ ⏳ — — — — — —
64942
garretpremo
Exposes type-aware code navigation and fast file search to AI agents via langua…
 — ○ ⏳ — N/A N/A — — —
64943
dongood
Enables AI agents to manage Jira issues and Confluence pages via natural langua…
 — ○ ⏳ — N/A N/A — — —
64944
brettwinterflood
MCP server that exposes Obsidian vault operations over HTTP via the Obsidian CL…
 — ○ ⏳ — N/A N/A — — —
64945
MathiasPaulenko
WaveXisMCP Claim
A comprehensive browser automation MCP server providing 149 tools across 13 cap…
 — ○ ⏳ — — — — — —
64946
dadwritestech
warmstart Claim
An MCP server that exposes a verified manifest of a repository's development co…
 — ○ ⏳ — N/A N/A — — —
64947
naranmunkh
ubcab-bo-mcp Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
 — ○ ⏳ — — — — — —
64948
paterapatera
redmine-mcp Claim
Enables AI agents to fetch issues from Redmine via the MCP protocol. Requires R…
 — ○ ⏳ — — — — — —
64949
Travis-Clement-Dev
An MCP server that lets an LLM answer a pharmacist's question about drug shorta…
 — ○ ⏳ — — — — — —
64950
WardenPro
immo-mcp Claim
Analyzes French real-estate market using open data sources like DVF transaction…
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Showing 64901–64950 of 66427 servers
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