MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40051 N/A N/A 95
40052
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
40053
justinmclean
CwikiMCP Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
40054
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
40055
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
40056
justice8096
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
N/A N/A
40057
CSOAI-ORG
slugify-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40058
simonedelvecchio93-ops
homeradar-mcp
N/A N/A
40059
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
N/A N/A 75
40060
Abidil98
A custom MCP server that provides high-level tools for controlling Shopmium and…
N/A N/A 95
40061
amroodio
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
N/A N/A 83
40062
brettvtcrowe
Enables deep analysis of SEC EDGAR filings through universal company search, do…
81
40063
elliot-esimdog
Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
N/A N/A 95
40064
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
N/A N/A 95
40065 N/A N/A 95
40066
cphoskins
Full-featured Notion MCP server enabling deep page reading, block editing, snap…
40067
dpc00
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
N/A N/A
40068
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
N/A N/A
40069
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
40070
pitstop-hq
Pitstop Claim
Description: Classify AI/API execution failures. * Returns WAIT, CAP, or STOP …
40071
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
40072
brukhabtu
Rope MCP Claim 1
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
N/A N/A 95
40073
PierrunoYT
Provides access to the recraft-ai/recraft-v3 image generation model via Replica…
81
40074
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
81
40075
raza10006
Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabl…
81
40076
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
N/A N/A 81
40077
dispatchtickets0
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A 95
40078
datanexusmcp
Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…
40079
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
40080
clauxel
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
40081
eliyahoumalkail
runware Claim
N/A N/A 95
40082
TamalAdebisi
phasefolio Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
40083
geraservicesuk
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
N/A N/A 83
40084
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
N/A N/A 95
40085
SerenaMichaels
A Julia-based MCP server providing tools for database operations, file manageme…
40086
chrischall
redfin-mcp Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
N/A N/A
40087
shellus
An MCP server that integrates Dify knowledge bases, enabling AI assistants to r…
40088
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
40089
w4zu
impots-mcp Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
N/A N/A
40090
wilfred-l-lee-jr
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
N/A N/A 95
40091
joeleesuh
github-mcp Claim
N/A N/A 95
40092
danielmeppiel
Enables platform engineering workflows via GitHub Copilot, including creating r…
40093
MakeaMouse
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Oll…
N/A N/A
40094
valuein
valuein.biz Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
40095
douglashardman
Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…
40096
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
N/A N/A 81
40097
bertshim
Enables interaction with MySQL databases through MCP tools for querying table s…
81
40098
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
40099
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
N/A N/A
40100
simonamsharp
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
81
Showing 40051–40100 of 40420 servers
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