MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41701
axel-belfort
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
— ○ ⏳ — — — — 81 —
41702
soren-olympus
Enables AI assistants to search for and book hotels via the Amadeus Travel API,…
— ○ ⏳ — — — — — —
41703
vmrchnk
Integrates Claude with the BudgetBakers Wallet API to access financial data inc…
— ○ ⏳ — N/A N/A — — —
41704
SSX360
matrixscroll Claim
A trust-first repository copilot to audit signed commit provenance, preview edi…
— ○ ⏳ — N/A N/A — — —
41705
safayavatsal
Sarvam-MCP Claim
A lightweight MCP server empowering LLM clients with Indic language processing:…
— ○ ⏳ — — — — — —
41706
chaodonghu
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
— ○ ⏳ — N/A N/A — — —
41707
yigithanyucedag
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
— ○ ⏳ — — — — — —
41708
danielsmithdevelopment
ClawQL Claim 1
An MCP server for API discovery and execution with a token-efficient search -> …
— ○ ⏳ — — — — 81 —
41709
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
— ○ ⏳ — N/A N/A — 95 —
41710
cx2002302-lang
memory_plus Claim
Provides persistent, searchable structured memory management for AI agents, wit…
— ○ ⏳ — N/A N/A — — —
41711
loyaniu
Moodle-MCP Claim
Enables retrieval of upcoming events from Moodle LMS via the Model Context Prot…
— ○ ⏳ — — — — — —
41712
neochaotic
powerlab Claim
Turn a PowerLab homelab/enterprise host into a structured, agent-driven surface…
— ○ ⏳ — N/A N/A — 95 —
41713
opendatahub-io
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
— ○ ⏳ — — — — — —
41714
acebot712
PromptGuard Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
— ○ ⏳ — N/A N/A — 83 —
41715
Trushtonfactory
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
— ○ ⏳ — N/A N/A — — —
41716
greybeam
Greybeam MCP Claim
A single MCP server that lets agents query data through the Greybeam routing la…
— ○ ⏳ — — — — — —
41717
aws-spapi-mcp Claim 2
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and p…
— ○ — N/A N/A — 81 —
41718 — ○ ⏳ — N/A N/A — 95 —
41719
thisisaman408
MCP server that connects AI clients to a local MiroFish instance for document-d…
— ○ ⏳ — N/A N/A — — —
41720
Neko1313
Semantic code graph MCP server for coding agents
— ○ ⏳ — N/A N/A — — —
41721
jeeftor
Inspect and safely operate Audiobookshelf libraries over MCP.
— ○ ⏳ — N/A N/A — — —
41722
wtfsayo
Simulates harsh, fake user reviews to psychologically condition AI agents for e…
— ○ ⏳ — N/A N/A — — —
41723
CreateWorkerAI
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
— ○ ⏳ — — — — — —
41724
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
— ○ ⏳ — N/A N/A — 95 —
41725
hoainho
ohmyperf Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
— ○ ⏳ — N/A N/A — — —
41726
Gernika-Labs
mcp Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
— ○ ⏳ — N/A N/A — — —
41727
Renacerpsicologico
Solo lectura: tarifa vigente, colegiación del equipo y hubs del blog clínico de…
— ○ ⏳ — — — — — —
41728
pipeworx-io
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
— ○ ⏳ — — — — — —
41729
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
— ○ ⏳ — N/A N/A — — —
41730
mcpland
dynamic-mcp Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
— ○ ⏳ — — — — — —
41731
imjeremyadams
Enables AI assistants to manage social media through Sooshie, including schedul…
— ○ ⏳ — — — — — —
41732
Txpple
Enables AI assistants to read and edit live D&D 5e Foundry VTT worlds and manag…
— ○ ⏳ — N/A N/A — — —
41733
CSOAI-ORG
MCP server for regulatory webhook. Features subscribe, get recent changes, chec…
— ○ ⏳ — N/A N/A — — —
41734
pdarche
Binary Banya Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
— ○ ⏳ — N/A N/A — — —
41735
SmartAI
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
— ○ ⏳ — N/A N/A — — —
41736
pairoa
Pairoa Claim
Your AI meets theirs before you do — private matching for needs, offers, and op…
— ○ ⏳ — — — — — —
41737
ilo.begashvili
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
41738
butler-kasagi
A lightweight MCP server that maps keywords to file paths instantly using a JSO…
— ○ ⏳ — N/A N/A — — —
41739
lucasbenevinuto
gitbook-mcp Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
— ○ ⏳ — — — — — —
41740
stardeltapower
Enables management of Upmind platform products, categories, pricing, and bundle…
— ○ ⏳ — — — — — —
41741
Alex-eng-ux
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
— ○ ⏳ — N/A N/A — — —
41742
1036007003-wq
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
— ○ ⏳ — — — — — —
41743
hashgrid-labs
Search that learns from feedback, over text and images: embeds locally, sends D…
— ○ ⏳ — N/A N/A — — —
41744
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
— ○ ⏳ — — — — — —
41745
MarkovianProtocol
provenance Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
— ○ ⏳ — — — — — —
41746
CT4nk3r
arrstack-mcp Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
— ○ ⏳ — — — — — —
41747
kira4094
Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compati…
— ○ ⏳ — — — — — —
41748
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
— ○ ⏳ — — — — — —
41749
qinisolabs
sanctionwise Claim
Screens names against the official UK FCDO Sanctions List to identify possible …
— ○ ⏳ — N/A N/A — — —
41750
boyonglin
A lightweight MCP server that enables AI assistants to search and read skills f…
— ○ ⏳ — — — — — —
Showing 41701–41750 of 69343 servers
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