MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46301
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
46302
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
46303
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
46304
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
46305
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
46306
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
46307
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
46308
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
46309
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
46310
RainCherb
Enables LLM agents to compress handoffs into structured, auditable context caps…
N/A N/A
46311
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
46312
occirank
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
46313
ExigerDev
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
46314
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
46315
applehell
MCP server providing persistent, searchable memory management for AI workflows,…
46316
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
N/A N/A
46317
fashionmascherine-svg
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
46318
sublimnl
ffdecmcp Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
N/A N/A
46319
flagify-com
UniMCPSim Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
46320
mpress001
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
46321
ershiyidian
Enables repository context packing, file/symbol ranking, task-relevant selectio…
N/A N/A
46322
gdorsi44
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
N/A N/A
46323
VectorInstitute
Enables querying and exporting phenology data from the USA National Phenology N…
46324
pipeworx-io
Brave Search Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
46325
jinseok19
mcp2 Claim
N/A N/A 95
46326 N/A N/A 95
46327
dopawei
academic-mcp Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
N/A N/A
46328
musictechlab
Enables managing Trello boards, lists, cards, labels, and members through natur…
46329
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46330
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
46331
Mallikarjun-Roddannavar
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
N/A N/A
46332
FerroxLabs
tvcontrol Claim
TVControl by Ferrox Labs — TradingView MCP System. AI remote control for Tradin…
N/A N/A
46333
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46334
mcp-server Claim 1
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
N/A N/A 69
46335
dend
Minimal demo of Entra ID authentication with MCP and HTTP+SSE transport, using …
46336
renfei-design
Enables AI assistants to control Figma in real-time through Model Context Proto…
N/A N/A
46337
googlemaps-samples
Provides custom tools to the Gemini model for spatially grounding responses usi…
46338
w1ckedxt
Provides brutally honest code reviews, explanations, and refactoring suggestion…
46339
anki-mcp-server Claim 1
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
N/A N/A 81
46340
Steph-ux
Android MCP Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
N/A N/A
46341
deniskarlinsky
Pactus Claim
Pactus is an MCP server for parsing and validating ISO 20022 payment messages d…
46342
aigile-era
A Model Context Protocol server for querying Turkish market prices, comparing p…
46343 N/A N/A 95
46344
Osyanne
osu! MCP Claim
MCP server exposing the osu! API v2: player stats, scores, beatmap search, rank…
N/A N/A
46345
Artemnikov
trello-mcp Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
46346
metricasboss
Integrate the Trasty API with your agents to access monthly usage data seamless…
81
46347
ai-mcp-garage
Enables analysis and retrieval of JEFit workout data through natural language. …
81
Showing 46301–46347 of 46347 servers
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