MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45851
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
81
45852
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
45853
andrehocsis
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
45854
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
45855
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
45856
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
45857
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
45858
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
45859
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
45860
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
45861
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
45862
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
45863
RainCherb
Enables LLM agents to compress handoffs into structured, auditable context caps…
N/A N/A
45864
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
45865
occirank
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
45866
ExigerDev
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
45867
CSOAI-ORG
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
N/A N/A
45868
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
45869
applehell
MCP server providing persistent, searchable memory management for AI workflows,…
45870
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
N/A N/A
45871
fashionmascherine-svg
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
45872
sublimnl
ffdecmcp Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
N/A N/A
45873
flagify-com
UniMCPSim Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
45874
mpress001
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
45875
ershiyidian
Enables repository context packing, file/symbol ranking, task-relevant selectio…
N/A N/A
45876
gdorsi44
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
N/A N/A
45877
VectorInstitute
Enables querying and exporting phenology data from the USA National Phenology N…
45878
npow
Enables coding agents to interact with Metaflow workflows, including querying f…
N/A N/A
45879
Jimmy974
Enables interaction with Qdrant vector database for storing, searching, and man…
45880
OrygnsCode
OPA MCP Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
N/A N/A
45881
loonghao
DCC-MCP-IPC Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
45882
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
45883
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
45884
0010aor
A Model Context Protocol server that generates pull request descriptions, commi…
N/A N/A
45885
mindsdb
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
45886
torkjacobs
AI agent governance for MCP: PII detection, policy enforcement, compliance, and…
N/A N/A 83
45887
saya6k
Enables interaction with Grocy's API through MCP, allowing management of grocer…
45888
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
45889
marfago
Enables AI assistants to search, download, and access arXiv papers with local s…
N/A N/A
45890 N/A N/A 95
45891
connxio
Provides tools for managing Connxio integrations, code components, environment …
45892
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
45893
simplebytes-com
rdap-mcp Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
45894
dtannen
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
N/A N/A
45895
roscoej
Enables AI agents to create shipments, track packages, get rates, validate addr…
45896
jojoprison
MCP server for downloading and processing audio from SoundCloud and other sourc…
45897
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
45898
tlemmons
junto-memory Claim
A shared memory and coordination server for multiple AI coding agents, built on…
45899
wernerglinka
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
45900
contact-wwl4
mapleflow Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
81
Showing 45851–45900 of 46053 servers
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