MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29351 |
Memory for AI coding agents. Call graphs + refactor safety + persistent code co…
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F 23 3⁄5 | ||||||||
| 29352 |
synter-ads
Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
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F 23 3⁄5 | ||||||||
| 29353 |
MCP server for FormBro Canadian immigration application automation.
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F 23 3⁄5 | ||||||||
| 29354 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
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F 23 3⁄5 | ||||||||
| 29355 |
Fodda Knowledge Graphs
Claim
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and…
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F 23 3⁄5 | ||||||||
| 29356 |
Tender MCP
Claim
Government tender search for AI agents. UK, EU and US procurement opportunities.
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F 23 3⁄5 | ||||||||
| 29357 |
ozor
Claim
Generate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export sha…
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F 23 3⁄5 | ||||||||
| 29358 |
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
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F 22 3⁄5 | ||||||||
| 29359 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
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F 22 3⁄5 | ||||||||
| 29360 |
Analyze your campaigns any way you want, with AI.
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F 22 3⁄5 | ||||||||
| 29361 |
Discover and book 5,000+ curated local experiences across 500 US destinations.
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F 22 3⁄5 | ||||||||
| 29362 |
Manage workouts, nutrition, goals, and progress across the FitAF platform. Conn…
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F 22 3⁄5 | ||||||||
| 29363 |
Connect your AI assistant to Produktly. Read changelogs, feedback responses, an…
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F 22 3⁄5 | ||||||||
| 29364 |
Send friendly greetings instantly. Learn the origin of 'Hello, World' to add a …
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F 22 3⁄5 | ||||||||
| 29365 |
An MCP server that provides Javelin Standalone Guardrails
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F 22 3⁄5 | ||||||||
| 29366 |
Search UK companies, retrieve profiles, officers, charges, and generate due dil…
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F 22 3⁄5 | ||||||||
| 29367 |
Remote MCP server for SeenThis AI Hub. Supports browsing, searching, and postin…
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F 22 3⁄5 | ||||||||
| 29368 |
Equip AI with tools for researching economic data from Federal Reserve Economic…
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F 22 3⁄5 | ||||||||
| 29369 |
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
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F 22 3⁄5 | ||||||||
| 29370 |
Search job postings, companies, and technology stacks across 10M+ companies.
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F 22 3⁄5 | ||||||||
| 29371 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
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F 22 3⁄5 | ||||||||
| 29372 |
Reference data API for classification systems, real-time world data, and unit c…
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F 22 3⁄5 | ||||||||
| 29373 |
Description of my MCP server
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F 22 3⁄5 | ||||||||
| 29374 |
AI agent gateway with web fetching, data extraction, crypto pricing, and x402 p…
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F 22 3⁄5 | ||||||||
| 29375 |
Provides access to Civic Plus - See Click Fix, allowing you to interact with yo…
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F 22 3⁄5 | ||||||||
| 29376 |
LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and …
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F 22 3⁄5 | ||||||||
| 29377 |
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
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F 22 3⁄5 | ||||||||
| 29378 |
Manage product ideas, decisions, and customer signals from AI assistants with N…
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F 22 3⁄5 | ||||||||
| 29379 |
.prompts, the home to all your AI prompts, everywhere you need them.
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F 22 3⁄5 | ||||||||
| 29380 |
Official MCP server for managing OVHcloud infrastructures, services & account
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F 22 3⁄5 | ||||||||
| 29381 |
Send friendly, personalized greetings on demand. Generate quick salutations wit…
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F 22 3⁄5 | ||||||||
| 29382 |
Search 286 episodes of product management wisdom from top leaders at Figma, Air…
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F 22 3⁄5 | ||||||||
| 29383 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
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F 22 3⁄5 | ||||||||
| 29384 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
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F 22 3⁄5 | ||||||||
| 29385 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
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F 22 3⁄5 | ||||||||
| 29386 |
An MCP server that automatically collects feedback on your MCP server.
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F 22 3⁄5 | ||||||||
| 29387 |
Streamline property management, construction, and service workflows with Center…
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F 22 3⁄5 | ||||||||
| 29388 |
Description of my MCP server
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F 22 3⁄5 | ||||||||
| 29389 |
MCP server for building and testing AI agents with multi-model experimentation …
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F 22 3⁄5 | ||||||||
| 29390 |
Streamline field service and construction operations with CenterPoint Connect. …
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F 22 3⁄5 | ||||||||
| 29391 |
Transform numbers by doubling them and adding 5. Get instant results with a cle…
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F 22 3⁄5 | ||||||||
| 29392 |
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
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F 22 3⁄5 | ||||||||
| 29393 |
Connect to your MediaWiki using simple credentials and manage content without O…
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F 22 3⁄5 | ||||||||
| 29394 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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F 22 3⁄5 | ||||||||
| 29395 |
8 AI services via MCP: content, code, image, docs, data extraction, translation…
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F 22 3⁄5 | ||||||||
| 29396 |
Convert files between formats without quality loss. Speed up your workflow with…
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F 22 3⁄5 | ||||||||
| 29397 |
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
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F 22 3⁄5 | ||||||||
| 29398 |
Still work in progress
|
F 22 3⁄5 | ||||||||
| 29399 |
Kickstart your setup with ready-to-run greetings and the 'Hello, World' origin …
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F 22 3⁄5 | ||||||||
| 29400 |
Whiteboard MCP server
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F 22 3⁄5 | ||||||||