MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62501
trendsapi
Amazon product search volume and best-seller trends. Free key at trendsapi.ai
— ○ ⏳ — — — — — —
62502
albertbolanoss
labs_mcp Claim
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realis…
— ○ ⏳ — N/A N/A — — —
62503
Marcwarn
This MCP server provides critical evidence assessment for organization-design, …
— ○ ⏳ — — — — — —
62504
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
— ○ — N/A N/A — 81 —
62505
danielsmithdevelopment
ClawQL Claim 1
An MCP server for API discovery and execution with a token-efficient search -> …
— ○ ⏳ — — — — 81 —
62506
EximAgent
EximAgent Claim
AI sales team for export-import: outbound prospecting, trade data analysis, HS …
— ○ ⏳ — — — — — —
62507
trendsapi
App downloads and chart ranking trends for iOS and Android. Free key at trendsa…
— ○ ⏳ — — — — — —
62508
prmichaelsen
An MCP server that provides comprehensive event management and ticketing capabi…
— ○ ⏳ — N/A N/A — — —
62509
CSOAI-ORG
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
— ○ ⏳ — N/A N/A — — —
62510
UmarHassanKhan929
Streams live React profiler data to AI agents, enabling them to analyze perform…
— ○ ⏳ — N/A N/A — — —
62511
daggubatikundan
GitMCP Claim
Transforms any GitHub repository into a documentation hub for AI assistants, en…
— ○ ⏳ — — — — — —
62512
gcorroto
MCP server for semantic code indexing using vector embeddings, enabling AI agen…
— ○ ⏳ — N/A N/A — — —
62513
trendsapi
Google Trends search interest over time with growth metrics. Free key at trends…
— ○ ⏳ — — — — — —
62514
filinils
Hunchful Claim
A person's falsifiable, consent-based model of how they work best with AI (CMP)…
— ○ ⏳ — — — — — —
62515
trendsapi
npm package download trends and adoption growth over time. Free key at trendsap…
— ○ ⏳ — — — — — —
62516
trendsapi
Reddit discussion volume and subreddit growth over time. Free key at trendsapi.…
— ○ ⏳ — — — — — —
62517
MTG-MCP Claim 1
Comprehensive Magic: The Gathering info with rules, cards, combos, and Commande…
— ○ — N/A N/A — 81 —
62518
26APR2004
project-01 Claim
— ○ ⏳ — N/A N/A — 95 —
62519
trendsapi
Wikipedia page view trends for any topic over time. Free key at trendsapi.ai
— ○ ⏳ — — — — — —
62520
lucasilverentand
MCP server for controlling Apple Music on macOS using JXA (JavaScript for Autom…
— ○ ⏳ — N/A N/A — — —
62521
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
— ○ ⏳ — — — — — —
62522
EruditeCoder108
Unravel MCP Claim
A deterministic AST evidence engine that forces AI agents to debug using verifi…
— ○ ⏳ — N/A N/A — — —
62523
dbcls
TogoMCP Claim
An MCP server that gives AI assistants access to biological and biomedical RDF …
— ○ ⏳ — — — — — —
62524
dmang-dev
mcp-bizhawk Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
— ○ ⏳ — N/A N/A — — —
62525
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
— ○ — N/A N/A — 69 —
62526
Flagler-County-BoCC
mcp-forge Claim
Provides tools to retrieve deterministic prompts for rewriting any Node.js proj…
— ○ ⏳ — N/A N/A — — —
62527
Kav-png
quantjobs Claim
Enables conversational management of quant job search, tailored CV generation, …
— ○ ⏳ — N/A N/A — — —
62528
firelever
Read-only MCP server for querying the lead database and pipeline statistics.
— ○ ⏳ — N/A N/A — — —
62529
TimeProofLabs
TruthSpine Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
— ○ ⏳ — N/A N/A — — —
62530
zehair-louzza
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
— ○ ⏳ — — — — — —
62531
Mahender22
LegalMCP Claim
LegalMCP is a comprehensive US legal MCP server that enables AI assistants to s…
— ○ ⏳ — N/A N/A — — —
62532
rnaidu-parallel
Publish yourself as a remote MCP server, exposing your résumé via tools so comp…
— ○ ⏳ — — — — — —
62533
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
— ○ ⏳ — — — — — —
62534
rznies
MCP server with 12 tools for design, UX, conversion, and product knowledge from…
— ○ ⏳ — N/A N/A — — —
62535
FeanorsCodeSL
imladris Claim
Enables multi-LLM deliberation via a council of panel members, judges responses…
— ○ ⏳ — N/A N/A — — —
62536
NahidAkhter
Provides access to the GNews API for searching news articles and getting top he…
— ○ ⏳ — — — — — —
62537
SEKeener
airtreks-mcp Claim
Multi-city flight routing intelligence — plan RTW trips, validate alliances, ge…
— ○ ⏳ — N/A N/A — — —
62538
node2flow-th
Provides 23 tools for interacting with Binance exchange, including market data,…
— ○ ⏳ — — — — 81 —
62539
redhat-cne
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
— ○ ⏳ — — — — — —
62540
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
— ○ ⏳ — — — — — —
62541
Badajoz95
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
— ○ ⏳ — — — — — —
62542
BBsBrezz
Enables comprehensive interaction with the GitHub API for managing repositories…
— ○ ⏳ — — — — — —
62543
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
— ○ ⏳ — N/A N/A — — —
62544
jacobcxdev
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
— ○ ⏳ — N/A N/A — — —
62545
malkreide
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
— ○ ⏳ — — — — — —
62546
m-reynaldo35
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to Algor…
— ○ ⏳ — — — — — —
62547
Baneado98
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
— ○ ⏳ — — — — — —
62548
p-l-ta
Calendar.app Claim
List, search, and manage calendar events via macOS Calendar.app across all conf…
— ○ ⏳ — N/A N/A — — —
62549
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
— ○ ⏳ — N/A N/A — — —
62550
MatterAIOrg
Enables code reviews, implementation planning, and pull request generation for …
— ○ ⏳ — — — — — —
Showing 62501–62550 of 69052 servers