MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34601
YoshiaKefasu
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
N/A N/A
34602
surajrsawat
MCP server for AI DevTool workflow, exposing tools and resources for code revie…
34603
Scottcjn
Enables generating 3D models from text prompts, rendering turntable animations,…
N/A N/A
34604
gabrielmahia
diaspora-mcp Claim
Provides tools for Kenyans abroad to navigate dual citizenship, diaspora taxes,…
34605
robotben
An MCP server that connects to ProtonMail via Bridge, enabling AI assistants li…
N/A N/A
34606
fastmcp-me
MoziChem-MCP Claim
A collection of MCP servers for chemical engineering and chemistry applications…
34607
liteapi-travel
Enables interaction with LiteAPI's hotel booking and travel services through MC…
34608
andrihakim146
Enables capturing, searching, and organizing Obsidian notes from Telegram via H…
N/A N/A
34609
jpnqs
Exposes a CAP bookshop service via MCP, enabling AI agents to query books, auth…
N/A N/A
34610
g2dgaming
An MCP server that enables AI assistants to manage your Radarr movies and Sonar…
34611
Muriellecomputerreadable868
Connects AI agents like Claude, Cursor, and Cline to the CoderLegion developer …
N/A N/A
34612
srimankatipally
CompleteMCP Claim
Enables tailoring resumes to job descriptions by scraping JDs, applying rules, …
N/A N/A
34613
urjeetpatel
db-tools-mcp Claim
Exposes SQL Server and Snowflake schema metadata to AI coding agents, enabling …
34614
SohriCarryU
A privacy-first MCP server that converts messy multi-turn conversations into st…
N/A N/A
34615
PierrunoYT
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
81
34616
kamolc4
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
34617
coolsheng
A local-first MCP server that stores meeting transcripts and maintains a search…
N/A N/A
34618
cortexc0de
NetMCP Claim
A professional-grade network analysis MCP server that integrates Wireshark/TSha…
34619
edwardchoh
Exposes Apollo.io API functionalities as MCP tools for people and organization …
N/A N/A
34620
forcedotcom
Enables executing SQL queries against Salesforce Data Cloud from Cursor, with t…
34621
japlete
Read Markdown with inlined images and heading indexes for agentic RAG over loca…
N/A N/A
34622
chienchuanw
spotify-mcp Claim
Enables Claude to control Spotify playback, search tracks/albums/artists/playli…
N/A N/A
34623
Kyura77
Bridge between AI assistants and Anki Desktop, enabling automated flashcard man…
N/A N/A
34624
N1arko
MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables ch…
34625
jsgorana
ignition-mcp Claim
MCP server for Inductive Automation Ignition, enabling AI assistants to browse …
34626
InfraMCP
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
34627
PRojas01
Local governance layer for AI-assisted development, providing human authorizati…
N/A N/A
34628
amerilain
MCP server for Polymarket prediction markets enabling query of markets, events,…
34629
Baneado98
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
34630
Gamecrazy
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
34631
tch1001
jarbobo Claim
Enables LLMs to draw interactive diagrams (architecture, sequence, class) insid…
N/A N/A
34632
claudiomedina17
Provides phenotype-aware cardiovascular triage tools including FHIR R5 case ret…
34633
thisismugil
cric-mcp Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
34634
Chao-Shiun
Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second…
N/A N/A
34635
adityarya24
Provides Vedic astrology calculations (kundali, dasha, panchang, yoga) and Hind…
34636
wolfcao
A local-first MCP server providing persistent, project-scoped and global memory…
N/A N/A
34637 N/A N/A 95
34638
OdellMoreno
An MCP server that enables signing, verifying, and managing APK files and keyst…
N/A N/A
34639
pvliesdonk
OpenAPI MCP Claim
A generic MCP server that builds its tools at runtime from any OpenAPI specific…
34640
cajuflow
Enables AI agents to manage Hotmart products, sales, and other operations throu…
34641
BhavinXAgheda
A local AI-powered research agent that searches the web, fetches real content, …
N/A N/A
34642
akoskm
A starter MCP server using StdioServerTransport, providing example tools to che…
N/A N/A
34643
Clement-Okolo
Provides real-time weather alerts and forecasts for US locations by integrating…
34644
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34645
liujp2015
A dual-path web search MCP server for Claude Code that cross-validates results …
N/A N/A
34646
AIops-tools
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
N/A N/A
34647
recordant
Recordant Claim
Patent-pending diagnostic + decisions-ledger engine for any host software syste…
N/A N/A
34648
Creativeuseoftechnology
Read-only MCP server exposing Microsoft Clarity analytics data as tools for Cha…
34649
vltansky
Captures and queries browser console logs from all tabs, enabling AI assistants…
N/A N/A
34650
ye1430937615-ai
Enables AI assistants to find and launch Windows applications by name using mul…
N/A N/A
Showing 34601–34650 of 64698 servers
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