MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45651
hesoyamlp1
Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
— ○ ⏳ — — — — 81 —
45652
semichcsc-byte
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
— ○ ⏳ — — — — — —
45653
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
— ○ ⏳ — — — — — —
45654
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
— ○ ⏳ — N/A N/A — — —
45655
team886
Marketplace of vetted agents with automated security scans plus human review, c…
— ○ ⏳ — — — — — —
45656
yunusemregul
Enables AI assistants to programmatically manage Bitbucket Cloud resources, inc…
— ○ ⏳ — — — — — —
45657
Aidress-ai
aidress Claim
Verify, discover, and rate AI agents before transacting.
— ○ ⏳ — N/A N/A — — —
45658
jmerelnyc
MCP server enabling symbol-aware semantic search in Claude Code, allowing preci…
— ○ ⏳ — — — — — —
45659
nlqdb
Analytical memory for AI agents: a real Postgres queried in plain English over …
— ○ ⏳ — — — — — —
45660
sakupi01
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
— ○ ⏳ — — — — — —
45661
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
— ○ ⏳ — N/A N/A — — —
45662
qdonnars
OhMyWind Claim
Sailing passage planner for any coast, with high-precision tides on the French …
— ○ ⏳ — — — — — —
45663
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
— ○ ⏳ — N/A N/A — 83 —
45664
Ultrahuman-tech
ppk2-mcp Claim
MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling cu…
— ○ ⏳ — N/A N/A — — —
45665
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
— ○ ⏳ — — — — — —
45666
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
— ○ — N/A N/A — 81 —
45667
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
— ○ ⏳ — — — — 81 —
45668
uplsuman
Enables AI assistants to search and create tasks in TeamBoard via its HTTP API.
— ○ ⏳ — — — — — —
45669
theagenttimes
UCP Gateway Claim
AI Shopping tools for product search, comparison, and safe checkout Commerce G…
— ○ ⏳ — — — — — —
45670
jherr
Enables interactive exploration of guitar chord voicings through an MCP server …
— ○ ⏳ — N/A N/A — 95 —
45671
omattsson
Provides comprehensive Terragrunt documentation, configuration generation, and …
— ○ ⏳ — — — — — —
45672
MuliMuri
Enables searching Google Scholar papers with year filtering, deduplication, and…
— ○ ⏳ — — — — — —
45673
ythabti
A minimal, well-commented MCP server designed to teach how MCP servers work, wi…
— ○ ⏳ — — — — — —
45674
TeoDreams
Enables Claude to read and query SAP SQL Anywhere databases using natural langu…
— ○ ⏳ — N/A N/A — — —
45675
dev-7bd0
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
— ○ ⏳ — — — — — —
45676
oconsole
odoo Claim
Odoo ERP for AI agents: hosted OAuth endpoint, gated writes, one endpoint for e…
— ○ ⏳ — — — — — —
45677
ahmedselimmansor-ctrl
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
— ○ ⏳ — — — — — —
45678
kchattx
Bifrost MCP Claim
Bifrost MCP is a server for managing persistent interactive SSH sessions, enabl…
— ○ ⏳ — N/A N/A — — —
45679
Airohh
insight-mcp Claim
Enables hybrid document search (BM25 and dense) over a configurable corpus via …
— ○ ⏳ — N/A N/A — — —
45680
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
— ○ ⏳ — N/A N/A — 95 —
45681
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
— ○ ⏳ — — — — — —
45682
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
— ○ ⏳ — N/A N/A — — —
45683
fastmcp-me
Enables interaction with Apache Airflow through the Model Context Protocol, all…
— ○ ⏳ — — — — — —
45684
joel6603
Enables Claude to write, compile, and execute formal verification models in All…
— ○ ⏳ — N/A N/A — — —
45685
iamperegrine
dub-mcp Claim
A Model Context Protocol server for Dub that enables creating, updating, deleti…
— ○ ⏳ — N/A N/A — — —
45686
Leaders-of-AI
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
45687
HyunjunGil
Enables direct GitHub operations through Claude and Cursor, including repositor…
— ○ ⏳ — — — — 81 —
45688
YeeDochi
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
— ○ ⏳ — — — — — —
45689
laravel
Enables interaction with a read-later and link sharing social feed app, allowin…
— ○ ⏳ — — — — — —
45690
hubbertj
Enables searching and downloading torrents from iptorrents.com using browser co…
— ○ ⏳ — — — — — —
45691
fogside
wolt-mcp Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
— ○ ⏳ — — — — — —
45692
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
— ○ ⏳ — — — — 81 —
45693
emily397
Give your AI agent 4 sales-timing tools: detect funding events, buying-signal h…
— ○ ⏳ — — — — — —
45694
javierdejesusda
sift-mcp Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
— ○ ⏳ — N/A N/A — — —
45695
neomorrison
A full-featured MCP server for the ElevenLabs API that brings text-to-speech, s…
— ○ ⏳ — N/A N/A — — —
45696
Atypical-Consulting
RoselineMCP Claim
MCP server for C# code analysis and automated fixing using Roslyn analyzers and…
— ○ ⏳ — N/A N/A — — —
45697 — ○ ⏳ — N/A N/A — 95 —
45698
universal-mcp
Provides a standardized interface for interacting with WhatsApp's tools and ser…
— ○ ⏳ — — — — — —
45699
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
— ○ ⏳ — N/A N/A — — —
45700
moekatib
Integrates with the Pica API platform to enable seamless interaction with vario…
— ○ ⏳ — — — — — —
Showing 45651–45700 of 69261 servers
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