MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29461
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41201
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
41202
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
81
41203
ROHWOOCHUL
test11 Claim
N/A N/A 95
41204
srishtivverma
allai Claim
N/A N/A 95
41205
oliverkraft93-ops
chemistry Claim
Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, ret…
41206
samihalawa
netlify-mcp Claim
N/A N/A 95
41207
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
81
41208
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
41209
staruml
Enables creating diagrams or generating code from diagrams in StarUML via promp…
N/A N/A
41210 N/A N/A 95
41211
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
41212
AmberPann
test-demo Claim
N/A N/A 95
41213
CSOAI-ORG
proofof-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41214
pipeworx-io
mcp-openaire Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
41215 N/A N/A 95
41216
ericm1018
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks f…
N/A N/A 95
41217
ReadyAPIs-com
Ready APIs Claim
121 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
41218
shopsmartai
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
41219
ziptax
Real-time US and Canadian sales tax and use tax rates by address or geographic …
81
41220
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
41221
CaullenOmdahl
Enables AI models to search and retrieve photos, videos, and collections from P…
41222
mows21
n8nmcpremote Claim
N/A N/A 95
41223
mithung-vunet
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
41224
ariri48
Enables Claude Code to query, create, and modify Dooray tasks via natural langu…
41225
pjv4yj
Enables secure access to Tor/onion services with content filtering and safety g…
N/A N/A
41226 N/A N/A 95
41227
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
N/A N/A 95
41228 N/A N/A 95
41229
sandraschi
inkscape-mcp Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
N/A N/A
41230
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
N/A N/A
41231
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
41232
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
N/A N/A
41233
polydera
lunar Claim
Browser-based geometry processing server that enables AI agents to create geome…
41234
garfield-bb
hap-mcp Claim
N/A N/A 95
41235
Patheras
gyibb-mcp Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
41236
robin-heat
i18n-mcp Claim
MCP server for managing i18n JSON translation files. Provides Claude with struc…
N/A N/A
41237
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
N/A N/A
41238
nanameru
substack-mcp Claim
MCP server for Substack that lets Claude Code create drafts, upload images, set…
41239
cploutarchou
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
41240
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
41241
mattattacks
A calorie tracking MCP server that processes food photos and text descriptions …
81
41242
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
41243
garethbeaumo
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
N/A N/A
41244
lkiesow
Provides web search and page fetching capabilities using Ollama's API.
41245
dsd
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
41246
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
41247
SmartSuiteFoundry
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
N/A N/A
41248
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
81
41249
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
N/A N/A 83
41250
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
Showing 41201–41250 of 43459 servers
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